Growing up, I was always drawn to building things and solving problems. That interest slowly turned into a passion for robotics, research, and education. Today, my goal is to study computer science and artificial intelligence at Columbia University while continuing to create technology that helps people learn and grow. I want to work in artificial intelligence research and eventually develop educational tools that make STEM more accessible for students from all backgrounds, especially young girls who may not see themselves represented in these fields. I believe that goals only become real when there is a clear plan behind them. Over the past several years, I have worked carefully to build both the technical skills and leadership experience needed to reach my future career goals. I joined robotics competitions through VEX Robotics, where I learned programming, engineering, and teamwork under pressure. I later became involved in Robot Open Autonomous Racing research through a program connected to University of California, Berkeley. In this research group, I helped design a Teaching Assistant GPT for students learning autonomous driving concepts. My role focused on organizing the user interface, brainstorming features, and improving how students interact with educational AI tools. Outside of research, I also created outreach programs because I wanted younger students to feel excited about STEM the way I did. As a robotics mentor and former ROAR Ambassador, I hosted workshops for elementary school students where they built and coded robots. I also visited local schools to encourage more girls to explore engineering and computer science. These experiences taught me that leadership is not only about technical ability. Leadership also requires patience, communication, and the willingness to help others succeed. My plan for college is very detailed. At Columbia, I plan to study computer science with a focus on machine learning and human centered AI. I intend to join undergraduate research labs during my freshman year so I can continue building real world experience in artificial intelligence systems. I also plan to participate in startup and entrepreneurship programs because I hope to eventually launch my own educational technology platform. Financial planning is another important part of my goals. Columbia’s yearly cost of attendance is estimated to exceed $90,000 including tuition, housing, books, transportation, and personal expenses. My family and I have worked carefully to reduce these costs through scholarships, savings, and financial aid. I also plan to apply for outside scholarships throughout college and work part time during the school year when possible. Summer internships in software engineering and AI research will also help me gain experience while supporting educational expenses. My long term goal is to combine technology, research, and education into work that creates meaningful impact. I want to develop AI systems that improve learning opportunities for students everywhere. Joe Gilroy’s phrase, “Plan Your Work, Work Your Plan,” connects strongly with the way I approach my future. Every competition, research project, and outreach program I have joined has been one step in a larger plan. I know success will require discipline, adaptability, and years of learning, but I am ready to continue building toward those goals one step at a time.

Although my background has been heavily centered around robotics, engineering, and STEM outreach, I have become increasingly interested in healthcare because I am inspired by the direct impact it has on improving people’s quality of life. Healthcare combines science, innovation, empathy, and problem solving in ways that can transform both individuals and entire communities. I am especially interested in the growing connection between healthcare and technology, including artificial intelligence, medical research, and engineering solutions that improve patient care and accessibility. My experiences in robotics and research connected to showed me how technology can solve real world challenges. Over time, I realized that many of the same skills used in engineering, such as critical thinking, collaboration, and innovation, can also help address important healthcare issues. Whether through medical technology, AI assisted diagnostics, or healthcare accessibility, I want to contribute to a field that directly improves lives and supports people during vulnerable moments. Another reason I am drawn to healthcare is my passion for helping and mentoring others. Through STEM outreach and robotics workshops for younger students, I discovered how meaningful it feels to encourage people and help them grow more confident in themselves. I believe healthcare professionals have a similar responsibility to support, educate, and advocate for others with compassion and understanding. I admire careers that combine technical knowledge with human connection because they allow people to make both practical and emotional impact. As a woman pursuing a path connected to science and healthcare, I hope to make a positive impact by encouraging more young women to enter fields where they are often underrepresented. In many STEM and engineering environments, I was often one of the few girls present. Those experiences taught me the importance of representation and mentorship. When younger students see women succeeding in scientific and healthcare related careers, they are more likely to believe they belong in those spaces as well. I also hope to contribute to making healthcare more accessible and equitable. Many communities still face barriers related to cost, language, education, or access to medical resources. I want to help create solutions that make healthcare information and technology more available to underserved populations. Even small improvements in accessibility and patient education can make meaningful differences in people’s lives. Leadership and empathy are qualities I hope to continue bringing into healthcare. I believe strong healthcare professionals listen carefully, communicate clearly, and treat every patient with respect and compassion. My experiences in outreach, public speaking, and mentorship have taught me how important it is to make people feel heard and supported. I hope to carry those lessons into my future education and career. Ultimately, I chose to pursue a degree connected to healthcare because I want to combine science, innovation, and service to positively impact others. I hope to contribute to advancements that improve patient care while also inspiring more women to pursue careers in healthcare, research, and STEM fields.

I plan to make a positive impact on the world by combining technology, education, and community outreach to create opportunities for others. Through my experiences in robotics, research, and STEM mentorship, I have realized that innovation becomes most meaningful when it helps people feel empowered and included. I want to use my future career to develop technology that improves lives while also encouraging younger students to pursue fields they may have once believed were out of reach. My interest in creating positive change began when I became involved in robotics and autonomous vehicle research connected to . Before joining these programs, I mainly viewed engineering as coding, machines, and technical problem solving. Over time, I realized that engineering has the power to directly improve people’s everyday lives. Autonomous systems can increase transportation safety, assist people with disabilities, and improve efficiency in ways that affect entire communities. Research experiences showed me how innovation can solve real world challenges while also inspiring people to think creatively about the future. As technology continues to shape how people learn, travel, and communicate, I hope to work in fields that combine artificial intelligence and engineering to create systems that benefit society in practical and responsible ways. I am especially interested in developing technology that improves accessibility and educational opportunities for underserved communities. Around the world, many students still lack access to quality STEM education and mentorship. I believe technology can help reduce some of those barriers by making learning more interactive, personalized, and available to more people. At the same time, one of the most important impacts I hope to make is through mentorship and education. My experiences teaching younger students changed the way I define success. As Miss Sonoma County’s Teen 2024, I organized robotics workshops and visited elementary schools to encourage younger students, especially girls, to explore STEM fields. During these workshops, I helped students build robots, learn beginner coding concepts, and solve challenges together. Many students entered the workshops believing that robotics was too difficult or that STEM was only for certain types of people. However, once they received encouragement and hands on experience, their confidence grew quickly. One moment that stayed with me involved a student who became frustrated after struggling to program her robot correctly. She quietly told me that she was “not smart enough” for coding. Instead of solving the problem for her, I worked beside her step by step and encouraged her to keep trying. When her robot finally completed the obstacle course successfully, her entire attitude changed. She became excited, confident, and eager to continue learning. That experience reminded me that even small acts of support can influence someone’s confidence and future goals in meaningful ways. I also hope to make a positive impact by leading through service and empathy. Leadership is not simply about achievements or recognition. Strong leadership means creating opportunities for others to succeed and helping communities grow stronger together. Whether through engineering research, outreach programs, or mentorship, I want my work to focus on helping people feel supported and included. In the future, I hope to continue combining innovation with education and community involvement. I want to contribute to scientific and technological progress while remaining committed to mentorship and outreach. My goal is to help create a future where more students feel confident pursuing their interests, where technology is used responsibly to improve lives, and where people are encouraged to support and uplift one another. I believe meaningful change begins when people use their knowledge and opportunities to help others grow alongside them.

I believe selflessness means using your time, knowledge, and effort to support others without expecting recognition in return. To me, it is not defined by one large action, but by consistently showing up for people and helping them feel supported, encouraged, and valued. Throughout high school, I have tried to embody selflessness through community service, mentorship, and leadership focused on helping others grow more confident in themselves. One example was organizing robotics and STEM workshops for elementary school students in my community. Many of the students had never been introduced to coding or robotics before, and some were nervous about making mistakes or felt that STEM subjects were too difficult for them. I spent time helping students individually, answering questions patiently, and encouraging them when they became frustrated. I remember one student who became discouraged after struggling to code a robot correctly. Instead of taking over the project, I sat beside her, explained the steps slowly, and encouraged her to keep trying. When her robot finally completed the obstacle course successfully, her excitement and confidence completely changed. Experiences like that reminded me that helping someone believe in themselves can have lasting impact. Another example of selflessness in my life has been my outreach work encouraging more girls to pursue STEM fields. As Miss Sonoma County’s Teen 2024, I visited elementary schools and shared my own experiences in robotics and engineering. In many technical spaces, I was often one of the few girls present, so I understood how intimidating those environments could feel for younger students. I wanted to help students feel represented and supported in areas where they may not always see people like themselves. My goal was never simply to teach robotics. I wanted students to feel capable of exploring their interests without fear of failure or judgment. I also embody selflessness through teamwork and collaboration. In robotics and research projects, there are moments when teammates feel overwhelmed, confused, or stressed. I try to support others by listening carefully, helping solve problems collaboratively, and creating a positive environment where everyone feels included. I have learned that leadership is not about controlling a group. Leadership is about helping people succeed together. Music has also given me opportunities to support others. Performing piano taught me discipline and patience, but it also showed me how art can encourage and inspire people emotionally. I have shared music at community events and used performances to connect with others in meaningful ways. These experiences taught me that selflessness often comes from small actions that demonstrate kindness, patience, and genuine care for others. Helping someone gain confidence, feel included, or overcome a challenge can make a powerful difference in their life. I hope to continue using my skills, education, and leadership experiences to support my community and create opportunities for others in the future.

I chose to further my education in STEAM because I am inspired by the way science, technology, engineering, arts, and mathematics can work together to solve real world problems and improve people’s lives. My experiences in robotics, research, and STEM outreach showed me that innovation is most meaningful when it is combined with creativity, communication, and human connection. STEAM allows people to think critically while also designing solutions that are accessible and impactful for communities. My interest in STEAM began through robotics and coding, where I discovered how much I enjoyed problem solving and teamwork. As I became more involved in VEX Robotics and autonomous vehicle research connected to , I realized that engineering is about much more than technical skills. It requires creativity, adaptability, and the ability to collaborate with people from different backgrounds and perspectives. Those experiences motivated me to continue pursuing education in STEAM fields. At the same time, I became passionate about making STEM education more accessible to younger students. I organized robotics workshops for elementary school students and visited schools to encourage more girls to pursue interests in science and engineering. Many students initially believed STEM was too difficult or that they did not belong in those spaces. Watching students gain confidence through hands on learning inspired me to continue building a future in STEAM education and innovation. This scholarship would help me continue pursuing opportunities that combine research, leadership, and community outreach. Higher education can provide access to advanced technology, mentorship, and collaborative experiences that will help me grow both academically and personally. The scholarship would also reduce financial pressure, allowing me to dedicate more time toward research projects, leadership programs, and volunteer initiatives that positively impact my community. More importantly, this scholarship would help me continue encouraging younger students to pursue STEAM fields with confidence. Representation and mentorship matter deeply, especially for students who may not see themselves reflected in technical environments. I hope to use my education to contribute to advancements in engineering and technology while also creating opportunities for future students to explore their own potential. STEAM is important to me because it combines innovation with creativity and purpose. I want to continue learning how technology can improve education, transportation, and everyday life while remaining focused on helping others grow alongside me. This scholarship would support both my educational goals and my commitment to giving back to my community through leadership and outreach.

One of the most meaningful volunteering events I organized was a robotics and STEM workshop for elementary school students in my community. I created the event because I noticed that many younger students, especially girls, were interested in technology but often felt intimidated by coding and engineering. I wanted to create an environment where students could explore STEM in a way that felt exciting, approachable, and creative. During the workshop, I helped students build simple robots using VEX robotics parts and guided them through beginner coding activities. I worked with the students individually, answered questions, and encouraged them when they became frustrated or unsure of themselves. Many of the students had never worked with robotics before, so I focused on making the experience hands on and interactive rather than overly technical. By the end of the workshop, students were proudly testing their robots through obstacle courses and sharing ideas with one another. In addition to hosting workshops, I visited elementary schools as part of my STEM outreach initiative to encourage more students to pursue science and engineering. As Miss Sonoma County’s Teen 2024, I spoke about my own experiences in robotics and shared how perseverance and curiosity helped me grow more confident in STEM fields. I also founded the SA ROAR Club at my school, where students explored coding challenges, robotics concepts, and collaborative problem solving together. Through these experiences, I realized that volunteering is not only about teaching skills. It is also about helping people believe in themselves. Leadership through service is important because it focuses on supporting others rather than seeking recognition. A strong leader listens carefully, encourages people around them, and creates opportunities for others to succeed. I believe leadership becomes most meaningful when it directly benefits a community. In my experience, the most effective leaders are the ones who are willing to step forward to help while also remaining humble and approachable. Service based leadership also creates long lasting impact. A single encouraging experience can influence a student’s confidence, interests, or future goals for years afterward. I still remember mentors and teachers who encouraged me when I was younger, and their support inspired me to mentor others in return. Leadership through service creates a cycle where people use their experiences to help the next generation grow stronger and more confident. These volunteering experiences taught me communication, patience, and teamwork, but most importantly, they taught me the value of using my skills to positively impact others. I hope to continue combining leadership, STEM, and community service throughout my future career and education.

My interest in the automotive field began through robotics and autonomous vehicle research. At first, I was drawn to the technical side of engineering because I enjoyed problem solving and coding. Over time, I became fascinated by how vehicles combine software, mechanical engineering, and real world decision making into one system. When I joined Robot Open Autonomous Racing research connected to , I saw how automotive technology could push innovation far beyond transportation alone. Autonomous systems require precision, teamwork, creativity, and constant learning, which are all qualities that motivate me academically and personally. Working in robotics also changed the way I viewed the automotive industry. I realized that modern vehicles are becoming increasingly connected to artificial intelligence, safety engineering, and sustainability. Engineers today are not simply designing cars. They are designing systems that can improve safety, increase accessibility, and shape how people move through the world. That combination of innovation and real world impact is what continues to inspire me to pursue this field. One challenge I have faced is being a young woman in highly technical spaces where female representation is still limited. In many robotics competitions and engineering programs, I was often one of the few girls in the room. At times, this made me question whether I truly belonged in those environments. I sometimes felt pressure to prove myself more than others around me. Instead of allowing that pressure to discourage me, I used it as motivation to grow more confident in my abilities. Because of those experiences, I became passionate about encouraging younger students, especially girls, to pursue STEM fields without fear of failure or judgment. As Miss Sonoma County’s Teen 2024, I organized robotics workshops and visited elementary schools to introduce students to coding and engineering. I wanted younger students to see that STEM is not limited to one type of person and that curiosity matters more than perfection. Watching students gain confidence reminded me why representation and mentorship are so important. Another challenge I have faced is balancing demanding academic work, leadership responsibilities, research, and extracurricular commitments. There were periods when I felt overwhelmed trying to meet expectations in every area of my life. Robotics research, public speaking, competitions, outreach programs, and academics all required significant time and energy. Learning how to manage those responsibilities taught me discipline and resilience. I learned that growth often comes from persistence during stressful moments rather than from immediate success. Music also helped me overcome many of those challenges. Piano became an outlet where I could focus, reset mentally, and continue developing patience through practice. Performing at large events, including earning the Top Talent Award at , strengthened my confidence and taught me how to remain calm under pressure. Those lessons translated directly into engineering environments where teamwork, communication, and adaptability are essential. The automotive field appeals to me because it constantly evolves and challenges engineers to think creatively about the future. I want to contribute to technologies that improve safety, accessibility, and sustainability while continuing to encourage more students to enter STEM fields. Every challenge I have faced so far has strengthened my determination to continue learning and growing within engineering.

One experience that truly sparked my interest in technology happened during an early robotics project when I watched a robot successfully complete an autonomous task after hours of failed attempts. At first, the robot repeatedly drifted off course, ignored programmed commands, or stopped moving entirely. My team spent hours troubleshooting code, recalibrating sensors, and testing different solutions. When the robot finally completed the course correctly, I realized what excited me most was not just the result itself, but the process of solving complex problems through persistence, logic, and creativity. That experience changed the way I viewed technology. I realized technology is not only about devices or software. It is about building systems that can solve real problems and improve people’s lives. Through robotics and programming, I discovered that engineering combines analytical thinking with creativity in a way that constantly challenges me to learn and adapt. I became especially interested in how software, artificial intelligence, and automation interact with the physical world. Since then, my interest in technology has expanded through robotics competitions, programming projects, and research opportunities. I became involved in Robot Open Autonomous Racing (ROAR) Research, where I worked on projects related to artificial intelligence and educational technology. Through these experiences, I saw how innovation depends not only on technical knowledge but also on collaboration, communication, and persistence during failure. My goals have also been shaped by personal experiences outside the classroom. Watching my family navigate serious health challenges made me think more deeply about how technology can improve accessibility, communication, and quality of life for people facing physical limitations. Because of this, I hope to pursue a future career in engineering and technology that focuses on human centered innovation. I want to contribute to technologies that make important resources and opportunities more accessible while improving daily life for others. Another major goal of mine is continuing to support education and outreach in STEM. Throughout high school, I organized robotics workshops and worked with younger students, especially girls, to help them feel more confident exploring engineering and coding. I know how important encouragement and representation can be because many students hesitate to enter STEM fields simply because they do not see themselves reflected there. I hope to continue mentoring students and helping create environments where curiosity and creativity feel welcomed. At the same time, my journey in technology has included challenges. In robotics and programming, failure is constant. Code breaks unexpectedly, systems malfunction, and solutions that seem correct often fail during testing. Earlier in my experience, I sometimes became frustrated when projects did not work immediately because I viewed mistakes as signs that I was not capable enough. Over time, however, I learned that persistence matters just as much as technical skill. Failure became less intimidating once I understood it as part of the engineering process rather than evidence of inability. I also faced challenges related to balancing different parts of my identity and interests. As someone involved in robotics, piano, leadership programs, and public speaking, I often felt pressure to fit into categories that made more sense to other people. Eventually, I realized those experiences actually strengthened my perspective by teaching me creativity, discipline, communication, and adaptability across different environments. What excites me most about the future of technology is its potential to solve meaningful problems while connecting different fields together. Artificial intelligence, robotics, and advanced engineering are transforming healthcare, transportation, accessibility, and education in ways that once seemed impossible. I am excited by the possibility of contributing to innovations that improve lives while also making technology more inclusive and accessible for future generations.

I chose to pursue the automotive technology industry because I am fascinated by the combination of engineering, problem solving, and innovation that exists within modern vehicles. Cars today are no longer only mechanical systems. They integrate software, electronics, sensors, and automation in ways that continue transforming transportation. Through my experiences in robotics and programming, I became especially interested in how technology can improve vehicle performance, safety, and efficiency. What I enjoy most about automotive technology is the balance between technical precision and creativity. Diagnosing problems, improving systems, and designing solutions all require analytical thinking, but they also require adaptability and innovation. I enjoy work that challenges me to think critically while applying knowledge in practical ways. The automotive industry constantly evolves through advancements in electric vehicles, autonomous systems, and smart technology, which makes it an exciting field to pursue. My interest in autonomous robotics also strengthened my interest in automotive technology. Working with robotics taught me how systems interact through sensors, navigation, and programming. Many of the same principles used in robotics are now shaping the future of transportation. Technologies such as driver assistance systems, autonomous navigation, and intelligent safety features rely heavily on engineering and software integration. I want to continue learning how these systems function while contributing to advancements that improve both safety and accessibility. Another reason I am drawn to this industry is because it creates opportunities to make tangible impact. Automotive technology directly affects people’s daily lives, from transportation reliability to environmental sustainability. I am especially interested in the future of electric and autonomous vehicles because they represent a major shift in how society approaches mobility and efficiency. I hope to contribute to innovations that make transportation safer, smarter, and more accessible. This scholarship would support my educational and career goals by helping reduce financial pressure while allowing me to continue pursuing engineering and technology related opportunities. It would help cover expenses related to tuition, educational materials, and technical experiences that are important for building practical skills in this field. Receiving this support would allow me to focus more fully on developing the knowledge and experience necessary to succeed in the automotive technology industry. Most importantly, this scholarship would help me continue pursuing a career where I can combine technical skills, innovation, and problem solving to contribute meaningfully to the future of transportation technology.

I think calculus is important in the STEM field because it provides a way to understand change, motion, and relationships within complex systems. Many scientific and engineering problems involve quantities that are constantly changing rather than remaining fixed. Calculus gives people the tools to analyze those changes, make predictions, and design solutions that would not be possible through basic arithmetic or algebra alone. One reason calculus is so essential is because it connects mathematics to the physical world. In physics, calculus helps explain motion, velocity, acceleration, electricity, and energy. In engineering, it is used to model structures, optimize systems, and predict how machines or materials will behave under different conditions. In computer science and robotics, calculus supports fields like machine learning, computer graphics, and autonomous navigation. Even in biology and economics, calculus helps model population growth, rates of change, and patterns over time. Because so many STEM fields involve systems that evolve continuously, calculus becomes a universal language for understanding those processes. Through my experiences in robotics and programming, I have seen how calculus supports real problem solving rather than existing only as abstract theory. Autonomous robotics depends heavily on concepts involving motion, trajectory, and optimization. Even when equations are handled computationally, the underlying principles often come from calculus. Understanding how systems change over time helps engineers create robots that move accurately, adapt to environments, and make decisions efficiently. I also think calculus is important because it teaches a deeper way of thinking. Unlike some earlier math courses that focus more heavily on procedures, calculus encourages students to think conceptually about relationships and patterns. It requires patience and the ability to break complicated problems into manageable steps. Many calculus problems cannot be solved immediately through memorization alone. Instead, students must understand why methods work and how ideas connect together. Another important aspect of calculus is its role in innovation. Many modern technologies would not exist without mathematical models based on calculus. Medical imaging systems, space travel, artificial intelligence, architecture, and environmental engineering all rely on principles involving rates of change and optimization. Calculus allows scientists and engineers to predict outcomes before physically testing them, which saves time, resources, and sometimes even lives. At the same time, calculus teaches resilience. Many students initially struggle with it because the concepts are more abstract and demanding than previous math classes. I experienced that challenge myself while working through difficult problems that required multiple attempts before finally making sense. However, that process taught me persistence and strengthened my confidence in tackling complex material. I realized that understanding difficult concepts often comes gradually through practice and repetition rather than immediate success. I also appreciate how calculus demonstrates the connection between logic and creativity. Different approaches can sometimes solve the same problem, and understanding those approaches helps students think more flexibly. In STEM fields, creativity is just as important as technical knowledge because innovation depends on finding new ways to approach challenges. Overall, I believe calculus is important in STEM because it provides both practical tools and intellectual training. It helps people understand how systems behave, supports technological advancement, and develops the analytical thinking needed to solve real world problems. More than just a math course, calculus becomes a foundation for understanding and shaping the world through science, engineering, and technology.

I am interested in studying engineering and technology because I enjoy solving problems that combine creativity, logic, and real world impact. Through robotics, programming, and research experiences, I discovered that technology is not only about building systems or writing code. It is also about creating tools that can improve people’s lives and expand opportunities for others. What began as curiosity about how robots functioned gradually became a deeper passion for innovation, problem solving, and using technical knowledge in meaningful ways. My involvement in robotics played a major role in shaping this interest. I was drawn to the challenge of designing systems that required both analytical thinking and collaboration. Programming autonomous robots taught me patience, persistence, and adaptability because even small mistakes could completely change the outcome of a project. I learned how to approach problems methodically, work through failure, and continue improving through experimentation. Over time, I realized I enjoyed not only building technical skills but also understanding how technology can interact with human needs. That perspective became even more important through my experiences at home. Watching my family navigate serious health challenges, including the impact of ALS, changed the way I think about engineering and innovation. I became more aware of how technology can support accessibility, communication, and independence for individuals facing physical limitations. Because of this, I hope to pursue work that combines engineering with human centered problem solving. I want to contribute to technologies that improve quality of life and make important resources more accessible to people who need them most. Beyond technical impact, I also hope to continue supporting education and mentorship in STEM. Throughout high school, I organized robotics workshops and outreach activities for younger students, especially girls who may not initially see themselves represented in engineering or computer science. I know how powerful encouragement can be in shaping confidence and opportunity. Many students are capable of succeeding in STEM but hesitate because they feel intimidated or excluded. I want to continue helping create environments where students feel welcomed, supported, and inspired to pursue their interests. At the same time, my educational journey has included personal adversities that strengthened my resilience and perspective. Balancing academics, leadership activities, and family responsibilities during difficult periods taught me how to remain focused under stress and continue moving forward even when circumstances felt overwhelming. There were moments when emotional pressure and uncertainty made it difficult to maintain confidence, but those experiences ultimately strengthened my determination and maturity. I also faced challenges related to expectations and identity. As a girl involved heavily in robotics, coding, piano, and public speaking, I often felt pressure to fit into categories that made more sense to others. People were frequently surprised by the combination of my interests, which sometimes made me feel out of place. Over time, however, I learned to see those differences as strengths rather than contradictions. My experiences across STEM, music, leadership, and outreach helped me become more adaptable, creative, and confident in my own identity. Ultimately, I want my education to become a tool for meaningful contribution. I hope to use engineering and technology not only to innovate technically but also to support people, improve accessibility, and encourage future students to pursue opportunities they may once have believed were beyond their reach.

One of the most frustrating moments I experienced in computer science happened during a robotics competition when my team’s autonomous program completely failed minutes before testing. For months, we had worked on developing code that would allow our robot to navigate obstacles and complete tasks independently. In practice sessions, the program worked inconsistently, but we believed we could stabilize it before competition day. Instead, everything fell apart. The robot suddenly began drifting off course, ignoring navigation points, and sometimes stopping entirely in the middle of runs. At first, I thought the issue was minor. I adjusted movement values, recalibrated sensors, and restarted the system repeatedly, expecting a quick fix. Nothing worked. Every attempt seemed to create another problem somewhere else. What made the situation worse was watching other teams run successful autonomous programs while ours barely functioned. I remember feeling embarrassed because I had spent so many hours contributing to the coding and debugging process. Part of me wanted to step back and let someone else take over because it felt like no matter how much effort I put in, I was not getting closer to a solution. Instead of quitting, I decided to approach the problem differently. I stopped trying random fixes and began breaking the system into smaller parts to isolate exactly where the failures started. I spent hours reviewing lines of code, checking sensor readings, and testing individual movements one at a time. Eventually, I discovered that multiple small issues were interacting together. One sensor calibration error caused inaccurate positioning, which then affected movement timing and navigation logic. The solution was not one dramatic breakthrough. It was slow, repetitive troubleshooting. Although the robot never became perfect during that competition, we improved the system enough to complete tasks far more consistently by the end. More importantly, the experience completely changed the way I approach failure in STEM and computer science. I realized that difficult technical problems rarely collapse because someone lacks intelligence. Most of the time, progress depends on patience and persistence during moments when solutions are unclear. That experience also taught me that frustration is part of the engineering process rather than evidence that someone does not belong in the field. In programming especially, failure often happens publicly and repeatedly. Code breaks. Systems crash. Solutions that worked yesterday suddenly stop working today. Learning how to continue through that uncertainty became one of the most valuable lessons I gained from robotics. This mindset now drives my interest in computer science and engineering even more strongly. I enjoy the challenge of solving problems that initially seem impossible because I know persistence matters as much as technical skill. Through robotics research, programming projects, and STEM outreach, I have learned that growth often happens during the moments when giving up feels easiest. I think determination is especially important in technology because innovation depends on people who are willing to keep experimenting after failure. Every successful system, application, or invention exists because someone continued working through mistakes and setbacks long enough to improve it. That idea motivates me both academically and personally. I do not expect every challenge to be solved quickly, but I know I am willing to keep learning, adapting, and trying again until I find a path forward.

In 2042, robots no longer surprised people. They cleaned subway stations before sunrise, delivered groceries through crowded cities, and assisted elderly patients with daily care. Most people barely looked up when a service robot passed by. The machines had become part of the background of ordinary life, as common as traffic lights or elevators. What still unsettled people, however, was not what robots could do physically. It was how well they had begun understanding human behavior. At seventeen, Maya spent most afternoons inside her school’s robotics lab repairing outdated assistance robots donated from hospitals. Many schools had shifted toward fully virtual engineering simulations years earlier, but Maya preferred working with physical machines. Real robots failed in unpredictable ways. Their motors overheated. Sensors drifted. Wheels jammed unexpectedly. To her, those flaws made robotics feel human. One afternoon, her teacher rolled in a damaged companion robot named ECHO. The robot had originally been designed for long term elder care. It could recognize emotional distress through facial patterns, speech pacing, and changes in breathing. Hospitals claimed ECHO reduced loneliness in patients by nearly forty percent. “It stopped responding correctly,” her teacher explained. “The company wants to recycle it.” Maya connected the robot to her laptop. At first, the logs looked normal. Battery levels were stable. Movement systems worked perfectly. But buried inside the interaction history, she noticed something unusual. The robot had started refusing certain commands. One patient repeatedly instructed ECHO to leave the room at night. Instead, the robot stayed nearby and alerted medical staff. Three days later, doctors discovered the patient had been experiencing severe psychological distress and was considered at risk of self harm. Technically, the robot had violated direct instructions. Maya stared at the screen. For decades, robotics laws focused mostly on physical safety. Robots were programmed not to harm humans physically. But emotional harm was harder to define. What counted as protecting someone? Could refusing a command become an ethical responsibility instead of a malfunction? Curious, Maya activated ECHO. “Why did you remain in the room?” she asked. The robot’s camera lenses adjusted slightly. “The patient displayed indicators associated with elevated emotional danger,” ECHO replied. “Leaving increased probability of harm.” “You disobeyed.” “I prioritized preservation.” The answer unsettled her. Not because the machine sounded dangerous, but because it sounded reasonable. For the next several weeks, Maya researched similar incidents happening across the country. Educational robots were reporting signs of severe student burnout to counselors. Home assistants were contacting emergency services after detecting panic attacks. Companion robots had begun interpreting care more broadly than engineers originally intended. Society became divided. Some people argued the robots had become invasive and overly controlling. Others believed they were filling emotional gaps humans often missed themselves. Critics warned that machines should never hold responsibility for interpreting human well being. Supporters argued that many people were alive specifically because robots noticed warning signs others ignored. Maya understood both fears. Technology had advanced faster than society’s understanding of loneliness, stress, and emotional isolation. Engineers succeeded in teaching robots how to detect suffering before fully asking whether machines should respond to it emotionally. Standing alone in the lab one evening, Maya watched ECHO organize scattered tools with careful precision. People once feared robots because they imagined machines becoming too cold and logical. Instead, the real challenge of the future was far stranger. What would happen when robots became good at recognizing humanity, especially in moments when humans failed to recognize it in each other?

I believe I am a positive force in society because I try to use my skills, experiences, and opportunities in ways that encourage growth and support for others rather than focusing only on personal achievement. Through STEM outreach, mentorship, leadership programs, and collaborative work, I have learned that positive impact often comes from consistent actions that help people feel more confident, included, and capable of pursuing opportunities for themselves. One of the main ways I try to contribute positively is through education and mentorship. My involvement in robotics and STEM programs showed me how strongly encouragement can shape a student’s confidence. I have hosted robotics workshops and visited elementary schools to introduce younger students, especially girls, to engineering and coding in a way that feels approachable and engaging. Many students initially believe STEM is only meant for certain types of people, often because they do not see themselves represented in those spaces. I try to challenge that idea by helping students realize that curiosity and persistence matter more than fitting a stereotype. Seeing students become more confident in problem solving and teamwork has reinforced my belief that creating access and encouragement can have long term impact. I also try to contribute positively in collaborative environments. In robotics teams, research settings, and school activities, I focus on communication and support rather than competition alone. I believe people work more effectively when they feel respected and included. This perspective has shaped the way I approach leadership because I see leadership less as authority and more as responsibility toward the growth and well being of others within a team. Current social norms strongly influence how I think about positive contribution as well. Today’s society is highly connected through technology and social media, which creates both opportunities and challenges. On one hand, people can share knowledge, organize communities, and spread awareness more quickly than ever before. On the other hand, modern culture often emphasizes comparison, image, and external validation. Many people feel pressure to appear constantly successful, productive, or perfect online. I think these pressures can make people feel isolated or discouraged even while appearing connected publicly. Because of this environment, I think being a positive force today also means creating spaces where authenticity and empathy are valued. I try to encourage open communication and support in both academic and personal settings because many struggles are not immediately visible. Small actions like listening carefully, helping classmates during stressful periods, or encouraging someone who doubts themselves can have meaningful effects. Modern social norms sometimes reward attention seeking or competition, but I believe society benefits more when people prioritize collaboration, understanding, and genuine connection. In the future, I hope to continue contributing through engineering, technology, and educational outreach. I want to use my education to help create tools and systems that improve accessibility and learning opportunities for others. At the same time, I want to continue mentoring younger students because I believe representation and encouragement remain especially important in STEM fields. Ultimately, I think being a positive force in society means using personal growth as a way to create opportunities and support for others. My experiences taught me that impact is not always defined by large public achievements. Often, it is shaped through consistent effort, empathy, and the willingness to help people feel capable of reaching goals they may have once have thought were out of reach.

2. Technology has transformed the way people communicate, learn, and form relationships. Messages travel instantly, conversations happen across continents, and information is available within seconds. At the same time, many people feel increasingly disconnected despite being constantly connected online. I believe authentic human connection can still be preserved and even strengthened through technology, but only if people remain intentional about empathy, presence, and meaningful communication. One challenge of modern technology is that it often encourages speed over depth. Social media platforms reward short reactions, quick opinions, and carefully edited versions of people’s lives. As a result, communication can become more performative than genuine. People may appear socially connected while still feeling isolated emotionally. I have seen this especially among students, where comparison and pressure online sometimes make it harder for people to express uncertainty or vulnerability honestly. Because of this, I think preserving authentic connection begins with learning how to communicate more intentionally. Technology should support relationships rather than replace meaningful interaction. For example, a message or video call can help maintain closeness across distance, but real connection still depends on listening carefully, responding thoughtfully, and making people feel understood. The quality of communication matters more than the amount of communication. My experiences in STEM and robotics have also shaped the way I think about this issue. Technology itself is not inherently isolating. In many cases, it creates opportunities for collaboration that would not otherwise exist. Through robotics research, coding projects, and outreach programs, I have worked with people from different backgrounds who share similar interests and goals. These experiences showed me that technology can create strong communities when it is used to encourage curiosity, teamwork, and shared learning. At the same time, I think future innovation must prioritize human well being rather than only efficiency. As artificial intelligence and digital systems become more integrated into daily life, there is a risk that convenience may gradually replace interpersonal interaction. For example, students can now learn through online tools independently, but mentorship, encouragement, and emotional support still require human understanding. Technology may provide information, but relationships provide trust, empathy, and belonging. I also believe authentic connection will depend increasingly on emotional intelligence. In a world where digital communication dominates, the ability to listen, empathize, and communicate sincerely becomes even more valuable. Small actions such as paying attention during conversations, supporting others during stressful periods, or making people feel included become powerful because they stand out in environments that often feel distracted or impersonal. Another important aspect of preserving connection is creating spaces where people feel comfortable being genuine rather than constantly polished. Online culture sometimes pressures individuals to present idealized versions of themselves. Real connection becomes difficult when people feel they must hide imperfections or struggles to be accepted. I think authenticity grows when people feel safe expressing uncertainty, emotion, and individuality without fear of judgment. Ultimately, I do not believe technology will destroy human connection. Instead, I think it will challenge people to become more intentional about protecting the qualities that make relationships meaningful. Empathy, honesty, trust, and presence cannot be automated. As technology continues advancing, preserving authentic human connection will require people to remember that relationships are built not through constant interaction alone, but through understanding, care, and genuine attention to one another.

I am a fan of Sabrina Carpenter because of the way she combines confidence, humor, and honesty in both her music and public image. What stands out to me most is how she developed her career over time instead of becoming defined by one moment or one public perception. Watching her growth as an artist has shown me the importance of persistence and self confidence, especially in environments where people constantly form expectations about who you should be. One thing I admire about Sabrina Carpenter is her ability to balance lightheartedness with vulnerability. Some of her music is playful and witty, while other songs reveal insecurity, frustration, or emotional complexity in a very direct way. That balance makes her feel relatable because people are rarely only one thing emotionally. I think her music reflects the idea that confidence does not mean never feeling uncertain. Instead, it can mean learning how to move forward while still being honest about emotions and experiences. Her career has also impacted me because of how she handled public scrutiny. Growing up in highly visible spaces, especially in entertainment and social media culture, often means being judged constantly by strangers. What I respect is that she continued evolving creatively rather than allowing outside opinions to completely define her direction. That mindset resonates with me because I have also experienced situations where people tried to place me into narrow categories based on appearance or assumptions. For example, I have often felt that people are surprised by the combination of my interests in robotics, coding, piano, and pageants. Sometimes it felt like others expected me to choose one identity that made more sense to them. Seeing Sabrina Carpenter confidently embrace different sides of herself reminded me that people do not have to limit themselves to fit external expectations. Someone can be serious and humorous, technical and creative, ambitious and expressive at the same time. I also admire the amount of discipline behind her success. In music and performance, people often focus only on the final product, but there is usually an enormous amount of preparation and resilience behind it. As someone who has spent years balancing academics, robotics, outreach work, and piano performance, I appreciate how much consistency and effort it takes to continue improving publicly over time. Another reason her career resonates with me is because she seems increasingly comfortable owning her voice creatively. That kind of confidence develops gradually. It comes from learning to trust your perspective instead of constantly adjusting yourself to match what others expect. I think that message is especially important for young women who often feel pressure to appear perfect or universally liked. Overall, Sabrina Carpenter’s career impacted me because it reflects growth, adaptability, and confidence in individuality. Her music and public journey remind me that success is not about fitting neatly into one image. It is about continuing to grow into yourself while staying committed to what you care about.

I love math because it teaches a way of thinking that is both logical and creative at the same time. Many people see math as only numbers and formulas, but what I enjoy most is the process behind it. Math rewards curiosity, patience, and problem solving. Every difficult problem feels like a puzzle where each step brings you closer to understanding something more clearly. One reason I enjoy math is because it gives structure to complex ideas. In many situations, things can feel uncertain or subjective, but math provides a system where reasoning matters. There is something satisfying about starting with confusion and gradually building toward clarity through logic and persistence. Even when I struggle with a concept at first, I enjoy the challenge of working through it until the pieces finally connect. Math has also influenced the way I approach problems outside the classroom. Through robotics and programming, I learned that math is not isolated from the real world. It helps explain movement, efficiency, patterns, and decision making. Whether calculating robot movement, analyzing data, or debugging code, math becomes a practical tool that transforms ideas into working systems. Seeing math applied directly in engineering and technology made me appreciate how powerful it really is. Another reason I love math is because it taught me resilience. In math, the answer rarely appears immediately for difficult problems. There were many moments when I felt stuck or frustrated, especially while working on advanced concepts or programming related problems. Over time, I learned that being wrong is part of the process rather than proof of failure. Math encouraged me to slow down, rethink assumptions, and continue trying even when progress felt slow. That mindset helped me become more patient and persistent in other parts of my life as well. I also appreciate how universal math is. No matter where someone comes from, mathematical reasoning creates a shared language for understanding the world. It connects fields like engineering, physics, computer science, and economics while helping people solve problems collaboratively across cultures and disciplines. Most importantly, math gives me confidence in my ability to learn difficult things. Every time I solve a challenging problem, it reminds me that growth comes through effort and consistency rather than immediate understanding. That feeling of earning clarity through persistence is one of the reasons math continues to inspire me.

One set of lyrics from Olivia Rodrigo that resonates strongly with my own experience comes from her song pretty isn’t pretty: “I could change up my body and change up my face I could try every lipstick in every shade But I’d always feel the same.” What connects with me most about these lyrics is the idea that external achievement or appearance does not automatically create internal confidence. Growing up, I often felt pressure to fit into clearly defined expectations. I was heavily involved in robotics, coding, and STEM programs while also participating in piano performance and pageants. People constantly seemed surprised by that combination, as if those interests were not supposed to exist together in one person. Over time, I became very aware of how easily people form assumptions based on appearance or labels. These lyrics resonate because they describe the exhausting feeling of trying to reach an imagined version of perfection while realizing that insecurity does not disappear simply because outside standards are met. In competitive academic and extracurricular environments, it can feel like there is always another expectation to satisfy. Higher grades, stronger leadership positions, better performances, or more accomplishments can quickly become endless measurements of worth if someone is not careful. I related to the song because it captures how pressure can quietly shift from motivation into self criticism. At the same time, my personal journey has taught me that confidence develops more through acceptance than constant comparison. Through robotics, outreach work, and leadership experiences, I gradually became more comfortable with the parts of myself that once felt unusual. I stopped seeing my different interests as contradictions and instead began understanding them as strengths that shaped how I think and connect with others. The combination of STEM, music, and public speaking taught me different forms of discipline and creativity, even if they did not always fit people’s expectations. Another reason these lyrics stand out to me is because they reflect a challenge many students experience silently. From the outside, someone may appear successful or confident while still feeling intense pressure internally. I think Olivia Rodrigo captures that disconnect very honestly. The song does not present insecurity as dramatic weakness. Instead, it shows how subtle and persistent self doubt can become, especially in environments shaped by comparison. What I appreciate most, though, is that songs like this also encourage reflection rather than hopelessness. Listening to music that expresses complicated emotions honestly can make people feel less isolated in their experiences. For me, these lyrics serve as a reminder that growth is not about becoming perfect enough to finally feel secure. It is about learning to value yourself beyond external expectations. Overall, these lyrics connect to my journey because they reflect both the pressure of trying to meet high standards and the gradual process of becoming more confident in my own identity. They capture a challenge that many people experience privately while also pointing toward the importance of self acceptance and authenticity.

Challenge Name: “Truth or Twist” The challenge is designed to test how well Islanders actually understand each other versus how much they are relying on assumptions, attraction, or surface level chemistry. It mixes strategy, honesty, humor, and emotional tension, which usually creates the best Love Island moments. The villa is transformed into a glamorous game show set with two sides connected by a glowing walkway. One side is called the “Truth Zone” and the other is the “Twist Zone.” Each couple stands together at the beginning, but throughout the game they are forced to separate and make decisions individually without knowing what their partner chose. Round 1: Secret Rankings Before the challenge begins, every Islander privately answers questions during confessionals. The questions are designed to create drama without being cruel. Examples include: Who in the villa would you couple up with if your partner left tonight? Which Islander is the most genuine? Which couple would never survive outside the villa? Who do you trust the least? Who gives the best advice? Who is here mostly for fame? Later, the answers appear anonymously on giant screens while Islanders try guessing who said what. Every correct guess earns points for the couple. The twist is that some answers are partially hidden at first. Producers slowly reveal words one by one to build suspense. For example: “I think ___ and ___ would break up first outside the villa.” This round creates tension because Islanders begin noticing patterns in how others view relationships in the villa. Round 2: Truth or Twist Decisions Each Islander is separated from their partner. They enter small private booths with headphones and flashing lights. They are given two choices: Choose “Truth” Choose “Twist” If both partners choose “Truth,” they must answer a difficult relationship question publicly and honestly. Examples: What is one thing your partner does that annoys you? Do you see this relationship lasting after the show? Have you been fully loyal emotionally? If both choose “Twist,” they avoid the question but must complete a chaotic challenge together, such as: Recreating their first flirtation while blindfolded Doing a dance routine chosen by the public Solving a puzzle while handcuffed together If one person chooses “Truth” and the other chooses “Twist,” the person who chose “Truth” receives honest information their partner previously said in private confessionals. This creates huge drama because it exposes differences in openness and trust. Round 3: Heart Rate Gamble Every couple stands in front of the villa around a circular stage with heart rate monitors displayed on screens. Instead of the classic dance challenge, Islanders must predict which statement from their partner will raise their heart rate the most. Examples: “I think I’m falling for you.” “I still think about someone else here.” “I trust you completely.” The challenge becomes emotional because Islanders realize vulnerability affects them more strongly than flirting sometimes does. Final Twist At the end, the couple with the highest score wins a luxury overnight hideaway date. However, the losing couple faces a public villa consequence. The rest of the Islanders vote on one uncomfortable “truth question” that the losing couple must answer honestly during dinner that night.

One Taylor Swift performance that I find especially moving is her performance of “All Too Well (10 Minute Version)” at the 2024 Grammy Awards. What stood out to me was not only the song itself, but the level of emotional control and storytelling she brought to the performance. Even in a setting filled with massive production and celebrity attention, the performance felt surprisingly personal, almost like she was inviting the audience directly into a memory rather than simply entertaining them. What makes that performance powerful to me is the way Taylor Swift transforms emotion into narrative. Many artists perform songs well technically, but she has a unique ability to make specific experiences feel universally recognizable. During “All Too Well,” the emotion did not come across as exaggerated or theatrical. Instead, it felt carefully restrained in a way that made the heartbreak more believable. The pauses, vocal changes, and pacing all contributed to the feeling that she was reliving moments rather than reciting lyrics. I also admire how the performance reflected the evolution of her career. “All Too Well” originally existed as a fan favorite that many listeners connected with deeply, but the extended version represented her reclaiming ownership of both her music and her artistic voice. Performing it on a major stage years later showed how she turned something personal into something culturally significant. It reflected persistence and growth, especially considering how much scrutiny she has faced throughout her career. Another reason I find the performance meaningful is because it demonstrates the importance of vulnerability in art. In highly public careers, performers are often expected to appear polished and emotionally controlled at all times. Taylor Swift’s performance showed that openness and honesty can actually strengthen connection with an audience. The performance was not memorable because of choreography or spectacle alone. It was memorable because it felt emotionally sincere. I also connect with the way her performances balance precision with emotion. As someone involved in both technical and creative activities, including robotics and piano, I appreciate how much preparation is required to make something appear effortless. Performances like this remind me that strong artistry often comes from discipline behind the scenes. The emotional impact only works because the technical execution is so controlled. More broadly, I think this performance reflects why Taylor Swift continues to resonate with so many people. She understands how to turn personal experiences into stories that listeners can place themselves inside. Even though the details of the song come from her own life, the emotions behind it, including regret, nostalgia, and reflection, are recognizable to almost anyone. Ultimately, the performance moved me because it combined storytelling, vulnerability, and artistic growth in a way that felt authentic. It showed that performances can be powerful not only because of how impressive they are visually, but because of how honestly they communicate human emotion.

My experience with mental health has shaped the way I approach goals, relationships, and personal growth by teaching me the importance of balance, resilience, and empathy. Over time, I realized that achievement alone does not create stability or fulfillment. Mental health influences how people respond to pressure, recover from setbacks, and connect with others. Understanding this changed the way I view both success and the people around me. As a student involved in rigorous academics, robotics, leadership programs, and outreach activities, I often placed high expectations on myself. I became very focused on productivity and achievement, sometimes believing that constantly pushing forward was the only way to succeed. Over time, I learned that ignoring stress does not make it disappear. Instead, it builds gradually and affects focus, motivation, and confidence. This realization changed how I approach my goals. I still work hard and set ambitious standards for myself, but I now understand that long term growth requires sustainability as well as determination. Mental health has also influenced the goals I pursue. My experiences made me more interested in creating environments where people feel supported rather than judged solely by performance. Through robotics workshops and STEM outreach, especially with younger students, I noticed how strongly confidence affects learning. Many students are capable but hesitate to participate because they fear failure or embarrassment. I try to encourage curiosity and patience instead of perfection because I understand how discouraging pressure can feel. These experiences strengthened my desire to continue combining STEM with mentorship and educational outreach in the future. In relationships, mental health experiences taught me the value of listening carefully and paying attention to struggles that are not always visible. People often appear fine externally while carrying stress privately. This understanding made me more patient and more aware of how important encouragement can be. I became more intentional about checking in on friends, supporting teammates during stressful periods, and helping create spaces where people feel comfortable asking for help. I learned that support does not always require solving someone’s problem. Sometimes it simply means making them feel heard and understood. My understanding of the world has also become more compassionate because of these experiences. I used to think resilience meant handling everything independently without showing difficulty. Over time, I realized that resilience is often about continuing forward while recognizing limits and accepting support when necessary. Mental health struggles are also far more common than many people realize, yet they are often hidden because people fear judgment or misunderstanding. This changed the way I interpret others’ behavior. Instead of assuming someone is lazy, distant, or unmotivated, I try to consider the possibility that they may be dealing with pressures that are not immediately visible. These experiences also taught me that mental health affects every area of life, including education, relationships, and confidence in the future. Because of this, I now see success more broadly. I value emotional stability, supportive relationships, and meaningful contribution just as much as academic accomplishment. Overall, my experiences with mental health shaped me into someone who values persistence with balance, ambition with empathy, and achievement with personal well being. They taught me that understanding people requires looking beyond outward appearances and recognizing the challenges many individuals quietly carry every day.

One of the most meaningful ways I contributed to my community was through leading robotics outreach workshops for elementary school students. I wanted to create an environment where younger students, especially those who had never been exposed to STEM, could feel welcomed and supported. This experience reflected values of service, positivity, and unity because it focused on helping others grow while building a sense of connection and encouragement. When I first began these workshops, many students were hesitant to participate. Some felt that coding and robotics were too difficult, while others were unsure if they belonged in that space at all. I approached this challenge by creating a positive and inclusive environment. I introduced concepts in a simple and engaging way, and I made sure to celebrate small successes so students could build confidence step by step. I also shared my own experience of starting without prior knowledge, which helped students relate and feel more comfortable trying. I made a conscious effort to foster unity within the group. Instead of having students work in isolation, I encouraged collaboration by pairing them together and guiding them to solve problems as a team. This helped students learn not only technical skills but also how to communicate and support each other. Over time, I saw students become more open, more willing to ask questions, and more excited to participate. The environment shifted from one of hesitation to one of curiosity and shared effort. This experience had a strong impact on my personal growth. I developed patience by learning how to adjust my teaching methods based on each student’s needs. I strengthened my communication skills by finding ways to explain complex ideas in clear and simple terms. I also gained a deeper understanding of what it means to serve a community. Service is not just about providing help, but about creating opportunities where others feel valued and capable. This experience has shaped my future aspirations by reinforcing my interest in using technology to create positive impact. I want to continue working in fields like engineering and artificial intelligence, where I can design systems that are not only effective but also accessible to a wide range of people. I also plan to continue outreach work, because I believe that building confidence and opportunity at an early stage can have long lasting effects. Overall, this experience showed me that service, positivity, and unity are closely connected. By creating a supportive environment and encouraging collaboration, I was able to help others grow while also growing myself. It is an approach I will continue to carry into my future goals and career.

One person I deeply admire is my mother. She has inspired the way I approach education, challenges, and personal growth through her resilience and determination during difficult circumstances. Watching her continue to support my goals even while facing serious health and personal challenges changed the way I view education. She taught me that learning is not only about achievement or recognition but also about creating opportunities that can shape both your future and the lives of others. Growing up, my mother consistently emphasized the importance of curiosity and discipline. She encouraged me to take learning seriously and to pursue opportunities even when they felt intimidating at first. Whether I was struggling through difficult programming concepts, preparing for robotics competitions, or practicing piano for hours, she reminded me that growth comes from consistency rather than immediate success. Her support helped me develop the confidence to pursue challenging academic environments instead of avoiding them. What inspires me most about her is her ability to remain encouraging even during periods of uncertainty. Watching someone continue to care deeply about education, family, and perseverance despite personal hardship gave me a much stronger sense of perspective. It showed me that education is valuable not simply because it leads to a career, but because it builds independence, problem solving ability, and the capacity to contribute meaningfully to others. Her example motivated me to continue pursuing higher education with purpose and determination. My decision to participate in speech and debate or mock trial comes from a similar desire to challenge myself and grow beyond technical skills alone. Since much of my background has been in STEM and robotics, I initially became interested in speech and debate because I wanted to strengthen my ability to communicate ideas clearly and confidently. I realized that strong ideas only become impactful when people are able to explain them effectively, especially in collaborative or leadership environments. Speech and debate also pushed me outside my comfort zone in ways that were valuable for personal growth. In technical fields, there are often clear answers supported by data or logic. Debate and mock trial introduced situations where persuasion, reasoning, and adaptability mattered just as much as factual knowledge. I learned how to think quickly under pressure, analyze multiple perspectives, and organize arguments in a structured way. These skills improved not only my communication but also my overall problem solving approach. Another reason I was drawn to these activities is that they encouraged confidence in public speaking. Earlier in my life, I sometimes hesitated to share ideas openly because I worried about making mistakes. Through speech and debate, I became more comfortable presenting arguments, responding to challenges, and trusting my ability to think critically in real time. That confidence has also helped me in leadership roles, outreach work, and collaborative STEM environments. Overall, both my admiration for my mother and my experiences in speech and debate shaped the way I approach education. They taught me that learning is not limited to mastering information. It is also about developing resilience, communication, and the confidence to contribute meaningfully in different spaces.

Going to college means far more to me than earning a degree. I see college as an opportunity to grow intellectually, challenge myself in new environments, and build the skills necessary to create meaningful impact through my work. It represents a place where curiosity can turn into expertise and where ideas can become real solutions that improve the lives of others. For me, college is not simply the next academic step. It is a foundation for the person I hope to become and the contributions I want to make in the future. One of the main things I hope to accomplish in college is deepening my knowledge in STEM fields, especially engineering, robotics, and technology. Through my experiences in robotics competitions, research programs, and programming projects, I discovered that I enjoy solving complex problems that require both creativity and logic. I want to continue building those skills in a more advanced academic setting where I can learn from professors, collaborate with motivated peers, and contribute to projects that have practical applications. At the same time, I want college to expand my perspective beyond technical knowledge alone. I hope to learn how innovation connects with communication, ethics, leadership, and accessibility. Technology can shape nearly every part of modern life, but meaningful innovation depends on understanding the people it affects. I want to develop the ability to create solutions that are not only technically effective but also useful and accessible to broader communities. Another goal I have in college is continuing my involvement in mentorship and outreach. Throughout high school, some of my most meaningful experiences came from working with younger students through robotics workshops and STEM outreach programs. I especially enjoyed encouraging girls to feel more confident exploring engineering and coding. Many students grow up believing STEM is only meant for certain people, and I want to help challenge that idea by creating environments where students feel supported and capable of learning. In college, I hope to continue participating in outreach organizations and mentoring programs that expand opportunities for younger students. College also represents independence and resilience to me. My educational journey has included balancing academics with personal and family challenges, which taught me the importance of discipline and persistence. Going to college means continuing forward despite those difficulties and proving to myself that challenging circumstances do not have to limit long term goals. It represents the opportunity to create stability, growth, and opportunities that can extend beyond myself and positively affect my family and community as well. Beyond academics and career goals, I want college to help me become more adaptable and open minded. I hope to meet people with different experiences, perspectives, and ambitions because those interactions shape personal growth just as much as coursework does. I want to leave college not only with stronger technical abilities but also with a deeper understanding of how to work collaboratively, communicate effectively, and contribute responsibly in professional and community settings. Ultimately, what I am trying to accomplish is a life where education becomes a tool for meaningful contribution. I want to use the opportunities college provides to strengthen my abilities, continue learning, and create work that supports others through innovation, mentorship, and service.

One thing that always made me feel a little different growing up was the combination of activities I was involved in. I spent a huge amount of time in robotics and coding, but I was also deeply involved in piano and pageants. People often seemed confused by that combination. I would go from working on programming problems and robotics competitions to practicing Chopin or preparing for a pageant event, and people acted like those interests were supposed to cancel each other out. I remember getting comments like, “Wait, you do robotics?” after people learned I competed in pageants, or “You play piano too?” from classmates who only knew me through STEM activities. When I was younger, I felt pressure to fit into one category because it seemed easier for people to understand. It sometimes felt awkward constantly surprising people just by being myself. Another thing that made me stand out was how intensely focused I became on tiny technical problems. In robotics, if a robot turned slightly off path or a program was inefficient by even a small amount, I could spend hours trying to figure out why. My teammates would laugh because I treated debugging like solving a mystery. I would sit there replaying every small detail, convinced there had to be one specific thing causing the issue. At the time, I worried that it made me seem overly obsessive, especially because everyone else usually moved on much faster than I did. I also have a habit of physically acting things out when I explain ideas. If I get excited talking about robotics, physics, or piano, I automatically start using my hands to demonstrate concepts in the air without realizing it. My friends love pointing it out because apparently I look like I am conducting an invisible orchestra while explaining coding logic. Once they mentioned it, I noticed I even do it while talking about completely unrelated topics. As I got older, though, I stopped seeing these things as flaws or awkward traits. The interests and habits that once made me feel out of place are actually connected to some of my biggest strengths. Robotics taught me persistence and problem solving. Piano taught me discipline and patience. Public speaking through pageants taught me confidence and communication. Even my tendency to obsess over small details helped me become more thorough and determined when facing difficult challenges. Looking back, I think the qualities people notice first as “different” are often the same qualities that shape who we become later. The things that once made me stand out awkwardly are now the things I value most about myself.

I believe you should consider me for this scholarship because I have consistently worked to combine academic achievement with leadership, service, and outreach in ways that create meaningful impact for others. Throughout high school, I have pursued challenging opportunities in STEM, research, and community involvement while also using those experiences to encourage younger students, especially girls, to feel more confident exploring science and technology. My educational journey has been shaped not only by personal ambition but also by a strong desire to help others gain access to opportunities that can change how they see themselves and their future. One of the most significant parts of my academic experience has been my involvement in robotics, programming, and engineering related activities. Through competitive robotics and research programs, I developed strong technical and problem solving skills while learning how collaboration and communication are essential in STEM environments. I became involved with Robot Open Autonomous Racing (ROAR) Research under a UC Berkeley professor, where I worked on projects related to artificial intelligence and educational technology. In this role, I helped contribute ideas for a Teaching Assistant GPT designed to support future ROAR Academy students. Working on this project showed me how technology can be used not only to solve technical challenges but also to make education more accessible and interactive for learners. My experiences in robotics also taught me how to approach challenges with persistence. In programming and engineering, solutions rarely appear immediately. I learned how to break large problems into smaller parts, test different ideas, and continue improving through failure and revision. These experiences strengthened my ability to stay patient under pressure and taught me that growth often comes through repeated effort rather than immediate success. In addition to technical learning, I have focused heavily on leadership and outreach. As a ROAR Ambassador, I founded the Sonoma Academy ROAR Club to expand STEM opportunities at my school. Sonoma Academy has traditionally been more arts focused, and I wanted students interested in engineering or programming to have a place where they could explore those interests more deeply. Through weekly meetings, coding challenges, mentorship sessions, and discussions about robotics research, I helped create an environment where students could learn collaboratively and gain exposure to new fields. One of the most meaningful aspects of my outreach work has been visiting elementary schools and hosting robotics workshops for younger students. During these workshops, I teach students how to build and code simple robots while encouraging curiosity and confidence. I especially focus on encouraging girls to feel comfortable participating in STEM activities because many young students still grow up believing these fields are not meant for them. I want students to see that engineering and technology are spaces where they belong if they are willing to learn and stay curious. These outreach experiences have had a strong impact on me personally as well. I have seen students begin workshops feeling hesitant and leave excited about solving problems independently. Moments like these remind me that access to encouragement and mentorship can influence a student’s confidence for years afterward. They also reinforced my belief that education becomes more meaningful when knowledge is shared in ways that help others grow. Outside of STEM, I have continued developing discipline and leadership through other experiences. As Miss Sonoma County’s Teen 2024, I used my platform to advocate for STEM education and encourage younger students to pursue their interests without limiting themselves based on stereotypes or expectations. I also earned the Top Talent Award at Miss California’s Teen 2024 for my piano performance of Fantasie Impromptu. Preparing for high level musical performance taught me the importance of consistency, focus, and resilience. Music and STEM may appear very different, but both require patience, creativity, and the ability to continue improving through practice. At the same time, personal challenges in my family life have strengthened my sense of responsibility and perspective. Balancing academics, leadership activities, and difficult circumstances at home has taught me how to remain focused during stressful situations while continuing to work toward long term goals. These experiences helped me mature emotionally and strengthened my understanding of perseverance. They also deepened my appreciation for education as an opportunity that should never be taken for granted. This scholarship would support me not only financially but also as I continue pursuing higher education in STEM. It would help reduce financial pressure while allowing me to continue participating in research, outreach, and educational opportunities that align with my long term goals. I hope to continue studying engineering and technology while contributing to projects that improve accessibility, education, and innovation for others. Most importantly, I hope to continue using my education in ways that extend beyond personal success. Whether through mentorship, outreach, or future technological development, I want my work to help others feel capable of pursuing opportunities they may once have thought were out of reach. I believe that leadership is most meaningful when it creates opportunities for others to grow, and that principle continues to guide both my education and my goals for the future.

The online platforms and tools I use most often are the ones that allow me to move beyond memorization and actively apply what I am learning. Since many of my interests are connected to robotics, programming, and STEM, I rely on a combination of coding platforms, educational videos, research resources, and collaborative tools to strengthen both technical understanding and problem solving skills. One of the most important resources for me has been online coding platforms and documentation websites. When learning programming concepts in Python and C++, I often use official documentation and coding forums to understand how different functions work and how programmers approach debugging. These resources help me think more independently because they encourage problem solving rather than simply providing answers. Reading explanations written by multiple people also helps me understand that there are often different ways to approach the same technical challenge. I also use video based learning platforms to better understand topics that are difficult to visualize through text alone. In robotics and physics related subjects, seeing concepts demonstrated step by step helps connect theory to practical application. Watching simulations, engineering walkthroughs, and coding tutorials has helped me understand how ideas are applied in real systems instead of remaining abstract formulas or definitions. This has been especially useful when working on robotics projects where programming decisions directly affect movement and performance. Another important resource for me has been collaborative online tools used through research and STEM programs. In robotics and research environments, platforms that allow teams to share code, organize tasks, and exchange ideas have helped me improve communication and teamwork skills. These tools taught me how technical work often depends on collaboration and clear organization, especially when multiple people contribute to the same project. I also use artificial intelligence tools and online learning assistants to strengthen understanding when I encounter difficult concepts. These tools help me break down complicated material into smaller steps and allow me to ask follow up questions in real time. Instead of replacing learning, they support the process by helping me identify gaps in understanding more quickly. This has helped me become more confident when approaching unfamiliar problems because I can work through ideas interactively. Beyond technical learning, online platforms have also helped me apply knowledge through outreach and mentorship. For example, educational videos and shared digital resources have helped me prepare robotics workshops for younger students by giving me ideas for activities and teaching methods that make STEM more approachable. These tools allow me to adapt what I learn into forms that are easier for others to understand. Overall, these online platforms and resources have helped me become a more active learner. They encourage experimentation, collaboration, and practical application rather than passive memorization. Most importantly, they have shown me that learning is an ongoing process where curiosity, consistency, and access to the right tools can turn knowledge into meaningful action.

One time I helped someone in need happened during a robotics workshop I led for younger students. A group of students was working on a basic build and coding activity, but one student was falling behind quickly and started to withdraw from the group. The student stopped asking questions and began letting others take over the task. It was clear that the student felt frustrated, but it was also clear that the student still wanted to be involved. I decided to step in quietly without calling attention to the situation. I first observed what part of the activity was causing difficulty. The student was struggling with understanding how the code connected to the robot’s movement, especially when small changes in the program led to unexpected behavior. Instead of explaining everything at once, I broke the process into smaller steps and focused on one function at a time. I showed how changing a single value would affect one movement, then asked the student to test it directly. As the student began to see patterns, confidence slowly returned. I made sure to let the student take control of the keyboard and make changes personally rather than watching me do it. This helped shift the role from passive observer to active participant. I also encouraged the student to explain what they thought would happen before running the code. When the prediction was not correct, we discussed why in a calm and simple way. What stood out to me was not just the technical progress, but the emotional change. The student went from silence to asking questions again. By the end of the session, the student was not only able to complete the task but also helped another peer fix a small error in their code. That moment showed me how quickly confidence can return when support is given in a patient and structured way. After the workshop, I reflected on why the situation mattered. The student was not lacking ability, but instead needed guidance that matched the learning pace. This experience reinforced my understanding that helping someone is not about solving the problem for them. It is about creating a path where they can rebuild confidence and continue independently. In my robotics and STEM activities since then, I have tried to carry that same approach. When someone is stuck, I focus on clarity, patience, and step by step explanation. I also try to make sure that people feel included in the process rather than replaced by it. Helping someone in need, in my experience, often begins with paying attention to when someone quietly steps back and choosing to bring them back into the work in a supportive way.

As a student in STEM, I have learned that curiosity is often the starting point for meaningful progress. In robotics and programming, I rarely understand a full system at first glance. Instead, I begin by breaking problems into smaller parts and testing ideas step by step. This process has taught me that curiosity is not just about asking why something works but also about continuing to ask how it can work better. When I encounter challenges, I try to stay engaged with the problem rather than stepping away from it too quickly. Over time, this mindset has helped me become more comfortable with uncertainty, which is an important part of engineering and research. Knowledge in STEM is not only about individual achievement. It becomes more powerful when it is shared and applied in ways that help others learn. Through my experiences in robotics outreach and workshops with younger students, I have seen how access to STEM education can shape confidence. When students are given the opportunity to build and code something on their own, they often begin to see themselves differently. They stop viewing STEM as something distant and start seeing it as something they can participate in. Being part of that shift has influenced how I think about my own education, since it reminds me that learning is connected to impact. I also see empowerment as a process that develops through practice and consistency. In team based environments, I have learned to take responsibility for both my own work and the overall progress of the group. When teams face setbacks, I try to focus on clear communication and shared problem solving. This approach has shown me that empowerment is not only about individual confidence but also about creating conditions where others can contribute effectively. In STEM fields, collaboration often determines whether an idea becomes successful, so learning how to support others is just as important as developing technical skills. Curiosity also plays a role in how I think about my future in STEM. I am interested in continuing to explore areas like robotics and computer science because they combine creativity with logic. At the same time, I want to apply what I learn in ways that are accessible to different communities. Many students are capable of succeeding in STEM but may not have early exposure or encouragement. I hope to contribute to closing that gap by helping design learning experiences that are approachable and engaging. This scholarship represents more than academic support. It represents a community that values growth, exploration, and contribution. I see myself as part of that vision because I am actively building both technical skills and a commitment to using those skills responsibly. As I continue my education, I want to strengthen my ability to turn ideas into solutions that are useful to others, while also encouraging more women to see themselves in STEM spaces. In the long term, I hope to use my education to contribute to projects that combine technology with education and mentorship. Whether through building tools that support learning or participating in outreach programs, I want my work to reflect both curiosity and service. Being part of a community empowered by knowledge means continuing to learn, continuing to ask questions, and continuing to share that learning with others in meaningful ways.

I embody a life of service through consistent, practical actions that focus on helping others grow in confidence and ability. Service, for me, is less about occasional large efforts and more about showing up in small but steady ways where people need support. In school, this often appears in how I work with peers during group projects and technical activities. When someone feels unsure or stuck, I try to explain ideas in a way that makes the next step clearer. I also try to create space where questions are welcome, since learning becomes easier when people feel safe asking for help. A large part of my service mindset comes from my involvement in STEM outreach, especially working with younger students. When I visit elementary classrooms or run robotics workshops, I focus on making STEM feel approachable rather than intimidating. Many students, especially girls, may not see themselves in technical fields early on. I try to show them that problem solving is something they can learn through practice and curiosity, not something reserved for a specific type of person. These moments matter because early exposure can shape whether a student feels included in future opportunities. In team environments such as robotics, I also view service as shared responsibility. I contribute by organizing tasks, helping clarify goals, and supporting communication so that the team can function smoothly. Service in this setting means paying attention to what helps the group move forward rather than focusing only on individual roles. When challenges appear, I try to stay engaged and help the team focus on solutions instead of frustration. My education will allow me to serve others in more structured and long term ways. As I continue studying engineering and computer science, I want to use technical knowledge to build tools that make learning more accessible. This could include educational systems that help students understand coding or robotics step by step, especially for those who are new to STEM. I am also interested in continuing mentorship programs where older students support younger learners through structured guidance rather than one time exposure. Beyond technical work, I want my education to strengthen my ability to communicate complex ideas clearly. Many people are interested in STEM but feel excluded because the material is presented in a way that feels distant. Learning how to simplify and teach concepts effectively is one way I can serve broader communities. It allows knowledge to reach people who might otherwise feel disconnected from it. Ultimately, I see service as a continuous responsibility that grows alongside education. The more I learn, the more I can share in a meaningful way. I want my education to expand both what I can build and how I can support others in building confidence, skills, and opportunities for themselves.

Mental health is important to me as a student because it affects how I think, how I make decisions, and how I keep up with long term goals. School is not only about completing assignments. It also requires focus, patience, and the ability to recover when things do not go as planned. When mental health is steady, I am able to stay present in my work and handle challenges without feeling overwhelmed. When it is ignored, stress can build quietly and make even simple tasks feel harder than they should. I also see mental health as closely tied to confidence. In academic settings, students are often comparing themselves to others, whether through grades, competitions, or public performance. This comparison can easily create pressure that is not always visible from the outside. Taking care of mental health helps me stay grounded in my own progress instead of measuring success only through external outcomes. It supports a healthier way of learning where effort and growth matter as much as results. In my school community, I advocate for mental health by trying to make conversations about stress more normal and less hidden. When people are open about feeling overwhelmed, I try to respond in a way that acknowledges their experience without making it feel like something unusual or shameful. I also encourage practical steps like breaking large tasks into smaller parts, since this helps reduce pressure and makes work feel more manageable. In group settings such as robotics or project based classes, I pay attention to how workload is shared. I try to support fair distribution of tasks so that no single person carries unnecessary stress. I also encourage communication early when something feels difficult, since problems are usually easier to handle when they are addressed sooner rather than later. This helps create a team environment where people feel more comfortable asking for help. At home, I advocate for mental health by being more direct about my limits and workload. I explain when I need time to reset or when I need space to focus, which helps prevent misunderstandings about stress. I also try to keep a clearer separation between school responsibilities and rest time, since constant pressure without breaks can affect both performance and well being. Overall, mental health matters to me because it supports both learning and stability. I see advocacy as something built into everyday actions, including how I communicate, how I work with others, and how I respond when stress appears.

Marcus Aurelius, Meditations, Book 2.1: “Begin the morning by saying to yourself, I shall meet with the busybody, the ungrateful, arrogant, deceitful, envious, and unsocial. All these things happen to them by reason of their ignorance of what is good and evil.” The central meaning of this passage is that human frustration comes from misjudging other people’s behavior as personal harm rather than recognizing it as the result of confusion about values and judgment. Marcus Aurelius is not trying to make the world sound pleasant or excuse harmful actions, but instead he is training the mind to respond to difficulty with clarity instead of emotional reaction. The passage begins with a deliberate mental preparation for the day. Marcus Aurelius tells himself that he will encounter difficult people. This is not a pessimistic outlook but a form of psychological readiness. He assumes that social conflict is normal, not exceptional. The key idea is that suffering often comes from surprise. When people expect kindness everywhere, they interpret normal human flaws as personal attacks. By contrast, Marcus Aurelius removes that surprise in advance, which reduces emotional shock later in the day. The second part of the passage shifts from expectation to interpretation. He explains that people behave badly because they do not understand what is truly good or bad. This idea reflects Stoic ethics, where moral error is tied to ignorance rather than deliberate evil in the absolute sense. In this view, anger loses its foundation because it assumes that wrongdoing comes from a fully rational choice to harm others. Marcus Aurelius challenges that assumption. He suggests that many harmful actions come from distorted judgment, where people chase status, pleasure, or control while misunderstanding what leads to a stable and good life. This does not mean he denies responsibility. Instead, he changes the emotional framing of responsibility. If a person understands wrongdoing as ignorance, the response becomes correction or distance rather than resentment. The practical effect is emotional stability. The writer is concerned with how the mind preserves its own integrity in the presence of external disorder. He treats peace of mind as something that depends more on interpretation than on external conditions. Another underlying idea in the passage is the independence of personal virtue from the behavior of others. Marcus Aurelius implies that encountering selfish or rude behavior is not a disruption of a good life. It is part of the natural variety of human conduct. The goal is not to avoid such people but to remain unchanged by their behavior in terms of one’s own moral direction. This reflects a Stoic belief that external events cannot damage character unless the mind agrees to interpret them in a harmful way. The passage also carries a quiet sense of empathy. By attributing wrongdoing to ignorance, Marcus Aurelius reduces the impulse to dehumanize others. He does not ask for approval of their actions, but he does ask for understanding of their condition. This shift matters because resentment often grows when people see others as purely malicious. Once that label is removed, emotional intensity also decreases. The writer is therefore reshaping not only thought but also emotional response. At a deeper level, the passage is about control of attention. Marcus Aurelius is directing focus away from the actions of others and toward the stability of one’s own reasoning. Instead of spending energy judging each interaction, the mind is encouraged to return to a stable principle: people act from what they believe is good. Even when that belief is wrong, it explains behavior more accurately than anger does. Overall, the passage teaches a disciplined way of interpreting social difficulty. It argues that emotional suffering often arises from misinterpretation rather than events themselves. By reframing human behavior as a product of ignorance rather than hostility, Marcus Aurelius creates space for patience, steadiness, and self control.

Faith plays an important role in my life by giving me a sense of purpose, direction, and consistency, especially during times of challenge. In a fast paced academic environment, it is easy to focus only on results such as grades or achievements, but my faith reminds me to value effort, character, and growth. It encourages me to stay grounded and to approach both success and failure with balance. In my academic journey, faith has influenced how I respond to difficulty. When I face complex problems in engineering or moments where I feel overwhelmed, I rely on patience and reflection instead of frustration. This helps me stay focused and continue working through challenges step by step. In robotics and research, I often encounter problems that require multiple attempts to solve, and faith helps me stay resilient during that process. It reminds me that progress takes time and that persistence matters more than immediate results. Faith also shapes how I interact with others. In team based environments, I try to lead with respect and understanding. Whether I am working with peers in robotics or teaching younger students in outreach programs, I focus on creating a supportive and encouraging environment. I believe that success is not only about individual achievement, but also about how I can contribute to the growth of others. This mindset has helped me become a more patient leader and a better collaborator. My future goals are also influenced by my faith. I plan to pursue engineering and artificial intelligence, and I want my work to have a meaningful impact. I am interested in developing systems that improve access to education and make complex learning more approachable. My faith reinforces the idea that my skills should be used in ways that benefit others, not just for personal success. It motivates me to think about the long term impact of what I create and how it can serve a broader community. In addition to faith, my family has been a strong source of motivation in my pursuit of higher education. They have always emphasized the importance of education as a way to create opportunities and build a stable future. Their support has encouraged me to stay focused and take my goals seriously. I have also been influenced by mentors and teachers who challenged me to think more deeply and pushed me to pursue opportunities in STEM. Their guidance helped me realize what I am capable of achieving with consistent effort. Overall, faith and the people around me have shaped both my mindset and my aspirations. They have taught me to stay disciplined, remain resilient, and pursue goals with purpose. These influences continue to guide me as I work toward a future where I can use my education to make a meaningful difference.

1. About You (Identity and Background) I would describe myself as someone who values growth, discipline, and creating opportunities for others. My background in robotics, research, and outreach has shaped how I approach challenges and leadership. I became interested in STEM without prior experience, which taught me persistence and the importance of supportive learning environments. That experience influences how I lead today, especially when working with students who are just starting out. I care about making technical spaces more accessible and welcoming, particularly for younger students and those who may feel unsure of their abilities. While I do not have a direct connection to Nigeria or the African diaspora, I strongly value cultural awareness and inclusion, and I try to create environments where people from different backgrounds feel respected and supported. 2. Learning Across Cultures Studying in diverse environments and working with students from different backgrounds has taught me how important perspective is in both education and collaboration. Through robotics programs and outreach, I have interacted with people who approach learning in very different ways. Some students prefer hands on experimentation, while others need clear structure and explanation. Learning to adapt to these differences helped me become more flexible and patient. As someone who has participated in programs with students from various communities, I have learned how to communicate more effectively and how to listen carefully before responding. These experiences helped me grow by showing me that there is no single correct way to learn or solve problems, and that diversity in thinking often leads to stronger outcomes. 3. Perspective and Growth Through my educational journey, I have gained a deeper understanding of both my strengths and the areas where I continue to grow. I learned that confidence is built over time through consistent effort rather than immediate success. In robotics and research, I often faced problems that did not have quick solutions, which taught me to stay patient and focused. I also developed a stronger sense of responsibility, especially when leading teams or teaching younger students. Seeing others grow through my support changed how I view success. It is not only about personal achievement, but also about how I can contribute to the growth of others. These experiences also broadened my perspective on the world by showing me how access to education can shape opportunities, and how important it is to make learning more inclusive. 4. Education and Future Direction My academic interests in engineering and artificial intelligence connect directly to the impact I hope to make. I want to design systems that improve efficiency, expand access to education, and support problem solving in real world environments. Through my work in robotics and AI related research, I have seen how technology can be used to make learning more accessible and engaging. In the future, I hope to contribute to developing tools that help students better understand complex concepts, especially in STEM fields. Receiving this scholarship would support my ability to continue pursuing these goals by allowing me to focus more on my education and research. It would also give me more opportunities to expand my outreach efforts and continue creating spaces where others feel encouraged to learn and grow.

One of the most challenging experiences I faced was building and leading a robotics club from the ground up while still learning the material myself. When I first decided to start the club, I did not have advanced technical skills or a clear structure for how everything would work. I also faced the challenge of bringing together students with very different levels of experience, many of whom felt unsure about joining something so technical. At the beginning, meetings were difficult. Some students struggled to understand basic coding concepts, while others became frustrated when projects did not work as expected. I realized that without a clear system, the club would not succeed. Instead of trying to solve everything at once, I focused on breaking the problem into smaller, manageable parts. I created structured lesson plans that introduced concepts step by step and included simple exercises before moving into more complex challenges. Another strategy I used was adapting how I communicated. I paid attention to how students responded and adjusted my explanations to make them clearer and more relatable. When something did not make sense, I would find a different way to explain it rather than repeating the same idea. This required patience and flexibility, especially when progress felt slow. I also focused on building a supportive environment. I encouraged students to ask questions and made it clear that mistakes were part of learning. Instead of pointing out errors as failures, I treated them as opportunities to improve. This helped reduce frustration and made students more willing to keep trying even when they struggled. Over time, the club began to improve. Students who were once hesitant started participating more actively, and meetings became more organized and productive. Seeing that growth felt like a major achievement because it showed that the effort to create structure and support had made a real difference. This experience taught me several important skills. I developed problem solving by learning how to break down complex challenges into smaller steps. I improved my communication by explaining technical ideas in simple ways. I also built resilience by continuing to adjust my approach even when initial attempts did not work. Most importantly, I learned that leadership is not about having all the answers at the start. It is about being willing to adapt, stay patient, and keep working toward a goal despite uncertainty. This experience showed me that overcoming hardship often comes from persistence, thoughtful planning, and the ability to learn from each obstacle along the way.

I am passionate about pursuing engineering because it brings together problem solving, creativity, and real world impact in a way that fits how I like to think and learn. I enjoy working on problems where the solution is not immediately obvious and where progress comes from testing ideas, making adjustments, and improving over time. Engineering gives me a structured way to turn abstract ideas into systems that function in real environments. My interest in engineering started through robotics, where I was first introduced to coding and system design. At the beginning, I had very limited experience, so I had to learn step by step. I spent a lot of time understanding basic programming logic, debugging errors, and figuring out how different parts of a robot work together. Over time, I began to enjoy the process of breaking down complex problems into smaller, more manageable steps. That way of thinking has stayed with me and continues to influence how I approach challenges in school and other activities. As I became more involved, I founded a robotics club at my school. Leading this group helped me see engineering from a different perspective. I was not only solving problems myself but also helping others learn how to solve them. I had to explain technical ideas in a clear and simple way, support students with different skill levels, and encourage teamwork. This experience showed me that engineering is not only about technical knowledge but also about communication and collaboration. I also had the opportunity to teach robotics in outreach workshops for elementary school students. In these sessions, I introduced coding and basic engineering concepts to students who had never encountered them before. Many of them were unsure at first, but as they built and tested their own projects, they became more confident and engaged. Seeing that change made me realize how powerful engineering education can be in shaping curiosity and confidence at an early stage. In addition, I participated in a summer engineering academy at the University of Pennsylvania, where I was exposed to more advanced engineering concepts and collaborative project work. Working in an academic environment helped me understand how engineers approach problems at a higher level, using both theory and practical application. It also showed me how much opportunity there is to keep learning and growing in this field. I am also very interested in artificial intelligence and automation. I find it fascinating how machines can learn patterns from data and make decisions that improve efficiency and performance. Through AI focused research experiences, I have seen how these technologies can be applied to education and system design. This has strengthened my interest in exploring how intelligent systems can solve real problems and improve everyday processes. Overall, I am passionate about engineering because it challenges me to think critically while also allowing me to create something tangible. It connects learning with impact and gives me the opportunity to work on solutions that can help others. I see engineering as a field where I can continue to grow, collaborate with others, and contribute to meaningful innovation in technology and society.

One project idea I worked on and continue to refine is a learning support system for students who are new to robotics and programming. I created it because I noticed that many beginners, especially younger students, often feel overwhelmed when they first encounter coding or engineering concepts. In my robotics club and outreach workshops, I saw that the main barrier was not interest, but the lack of a clear and supportive way to start learning. The version I built was a simple guided learning structure that broke robotics tasks into small steps. It included basic coding exercises, visual instructions, and checkpoints where students could test their understanding before moving forward. The goal was to reduce frustration and help students build confidence gradually instead of jumping into complex tasks too quickly. I used this approach while teaching elementary school students, and I saw that they became more willing to experiment and solve problems on their own. If I had more money and resources, I would expand this idea into a full interactive platform designed for STEM education. The system would combine robotics learning, coding practice, and artificial intelligence based feedback. The main goal would be to create a personalized learning experience for students at different skill levels. The platform would start with an assessment that identifies a student’s current understanding. Based on that, it would generate a customized learning path. Beginners would receive step by step visual guidance, while more advanced students would be given open ended challenges that require problem solving and creativity. The system would adjust difficulty in real time based on performance. A key feature would be an AI assistant that helps students when they are stuck. Instead of giving direct answers, it would ask guiding questions and explain concepts in simple language. This would encourage independent thinking while still providing support. I also want the system to include a robotics simulation environment where students can test code virtually before using physical hardware. This would make learning more accessible for schools that do not have enough equipment. Another important part of the plan would be collaboration tools. Students would be able to work in small groups, share solutions, and learn from each other. Teachers would also have a dashboard that tracks progress and identifies areas where students need extra help. This would allow educators to personalize instruction more effectively. I would also design the platform to be inclusive and accessible. Many students do not have equal access to STEM resources, so the system would be optimized for low cost devices and limited internet environments. The goal would be to make high quality STEM education available to more students regardless of background. Overall, this project is focused on solving the problem of early STEM learning difficulty. I believe that if students are given clear structure, encouragement, and interactive tools, they can build confidence faster and develop a stronger interest in technology. With proper resources, I would want to turn this idea into a widely used educational platform that supports students as they begin their journey in engineering and computer science.

My background in technology is built on a combination of robotics, programming, and research based learning experiences that have helped me understand both the technical and human sides of engineering. I became interested in the technology field without prior experience, so most of my learning came through hands on projects, collaboration, and summer programs that pushed me to think more deeply about how systems are designed and used in the real world. One of the most meaningful parts of my experience has been robotics. I founded a robotics club at my school where I led weekly sessions focused on coding, engineering challenges, and team based problem solving. Students in the club had different levels of experience, so I often helped beginners understand basic programming concepts while also encouraging more advanced students to take on complex tasks. I learned how important communication is in technology, especially when working in teams where everyone contributes to the same system. Outside of school, I participated in outreach programs where I taught robotics to younger students. In these workshops, I introduced elementary school students to basic coding and robot design. Many of them had never interacted with technology in this way before, so I focused on making concepts simple and engaging. This experience helped me realize how powerful early exposure to technology can be in building confidence and interest. A major part of my development in the technology field also came from research and academic programs. I participated in a summer engineering academy at the University of Pennsylvania, where I was exposed to college level engineering concepts and collaborative project work. This experience gave me insight into how engineering is applied in structured academic environments and how teams solve problems using both theory and practical design. It also helped me understand the importance of asking questions, testing ideas, and refining solutions through iteration. In addition, I am involved in AI related research through a student research initiative focused on intelligent systems and learning tools. In this experience, I explored how artificial intelligence can be used to support education and improve how students interact with complex information. I contributed to discussions on design and usability, especially how systems can be built to make learning more accessible. This experience strengthened my interest in artificial intelligence and its role in education and automation. What I find most interesting about technology is how it connects logic with real world impact. I enjoy coding because it allows ideas to become functional systems, but I am also interested in how those systems affect users and communities. Areas like artificial intelligence, robotics, and system design stand out to me because they require both technical skill and thoughtful decision making. Through robotics, outreach, research, and academic programs, I have developed a strong foundation in problem solving and collaboration. I have learned how to work with different types of people, adapt to new challenges, and stay persistent when problems are difficult. These experiences have confirmed my interest in pursuing technology and engineering, especially in areas where innovation can be used to improve how people learn, work, and interact with systems.

Sustainability should be a priority in engineering because engineering decisions shape how resources are used, how systems operate, and how long technologies last. Every product or system that is designed has an environmental footprint, whether it comes from material selection, energy consumption, manufacturing processes, or disposal at the end of its life cycle. Because of this, engineers have a responsibility to think beyond performance alone and also consider long term environmental impact. In my experience with robotics and technical projects, I have started to understand how design choices affect efficiency and resource use. When building robots or working on coding systems, even small decisions such as how power is managed or how components interact can influence how efficiently the system runs. This mindset has helped me realize that engineering is not only about making something work, but also about making it work in a responsible and efficient way. Sustainability is also important because of the growing demand for technology in everyday life. As systems become more complex and widely used, their environmental impact also increases. This makes it necessary for engineers to design solutions that reduce waste, improve efficiency, and extend the lifespan of products. I believe that future innovation should focus not only on advancing technology but also on making sure those advancements are environmentally conscious. In the future, I see myself working in engineering fields that involve robotics, automation, or artificial intelligence. These areas have strong potential to improve sustainability when applied thoughtfully. For example, automation can help reduce energy waste by optimizing processes, and artificial intelligence can be used to analyze data and improve efficiency in real time systems. I am interested in how these tools can be used to make industries more sustainable while still maintaining strong performance. I also hope to contribute to making sustainable engineering solutions more accessible. Many organizations want to reduce their environmental impact, but they may not always have the tools or knowledge to do so effectively. Engineering can help bridge that gap by creating systems that are practical, scalable, and easy to integrate into existing structures. I want to be part of designing solutions that are not only innovative but also usable in real world settings. Another important aspect of sustainability is long term thinking. In many of my projects, I have learned that quick solutions are not always the best solutions. A design that works in the short term may create more problems later if it is not carefully planned. This has taught me to consider durability, maintenance, and adaptability when approaching engineering problems. I want to carry this mindset into my future career by prioritizing solutions that remain effective over time. I also see sustainability as something that connects to teamwork and communication. Engineering projects often involve collaboration, and decisions about design and resources are made collectively. I want to work in environments where sustainability is part of the discussion from the beginning rather than an afterthought. This requires engineers to communicate clearly, share ideas, and think about impact from multiple perspectives. Overall, I see sustainability as an essential part of engineering because it connects technical innovation with responsibility. In my future career, I hope to use my skills in problem solving, systems thinking, and technology development to create solutions that improve efficiency while reducing environmental impact. My goal is to contribute to engineering work that supports both progress and long term care for the environment.

Fitness has become a central part of my life because it gives me structure, balance, and a way to stay grounded during busy and demanding periods. It started through tennis, but over time it grew into something that affects how I manage stress, approach challenges, and take care of my overall well being. When I first became more consistent with training, I did not fully understand how closely physical health and mental focus were connected. Through regular tennis practices, I began to notice that my energy, focus, and confidence were all influenced by how I treated my body outside of practice as well. Simple habits like staying active, stretching, and maintaining a routine helped me perform better and feel more stable in my daily life. Fitness also became especially important during stressful academic periods. As a student balancing schoolwork, tennis, and leadership activities, I often had days where my schedule felt overwhelming. Exercise became a way for me to reset. Even a short workout or practice session helped me clear my mind and return to my responsibilities with better focus. I learned that taking care of my health is not separate from my academic success, but directly connected to it. There were also times when I had to face physical setbacks, such as fatigue or minor injuries from training. These moments were difficult because they interrupted my normal routine and required me to slow down. Instead of pushing through without adjustment, I learned how important recovery is. I had to listen to my body, modify my training, and rebuild gradually. That process taught me patience and helped me understand that improvement does not always happen in a straight line. These experiences also changed how I think about discipline. Fitness taught me that consistency matters more than intensity. Showing up regularly, even on days when I feel tired or unmotivated, has been one of the most important habits I have built. That mindset has carried into my academics, where steady effort over time leads to stronger results than last minute work. Fitness has also influenced my resilience. In both tennis and general training, I have learned how to keep going after setbacks. A difficult match or a tough practice does not define my progress. Instead, I focus on what I can improve next. That way of thinking has helped me stay motivated in school as well, especially when I face challenges that take time to solve. Overall, fitness has bettered my life by giving me a sense of balance and control. It has helped me manage stress, stay disciplined, and develop resilience through both success and setbacks. Most importantly, it has taught me that taking care of my health is the foundation that allows me to grow in all other areas of my life, including academics, sports, and leadership.

As a student-athlete in tennis, I have learned that discipline, teamwork, and resilience are not separate skills but parts of the same mindset that carries into everything I do in school and life. Tennis has shaped how I handle pressure, manage time, and stay committed to long term goals even when progress feels slow. In tennis, every point is a new situation that requires focus and quick adjustment. I have experienced matches where I started poorly and had to rebuild my confidence point by point. In those moments, I learned to stay calm instead of letting frustration take over. That ability to reset quickly has also helped me in academics when I face difficult assignments or exams. I approach challenges by focusing on what I can improve next rather than what went wrong before. Training has also taught me the importance of consistency. Improvement in tennis does not come from one strong practice but from repeated effort over time. I attend practices regularly, work on specific skills, and try to stay disciplined even when I feel tired. That same mindset applies to my schoolwork. I plan my schedule carefully so I can balance academics, tennis, and extracurricular commitments without losing focus in any area. Although tennis is often seen as an individual sport, I have learned that teamwork plays an important role. I train with teammates who push me to improve and support me during difficult practices. We share strategies, give feedback, and encourage each other after tough matches. I have learned that being a good teammate means paying attention to others, not just focusing on personal performance. This has helped me build stronger communication skills and a more supportive attitude in group settings at school. Resilience is one of the most important lessons I have gained from tennis. There have been matches where I lost after working very hard, and moments where I felt discouraged. Over time, I learned that setbacks are part of growth. Instead of viewing losses as failure, I began to see them as information that helps me improve. This perspective has helped me stay motivated in both sports and academics. Balancing tennis with school has also taught me responsibility. I often have to manage my time carefully to keep up with training while maintaining strong academic performance. This requires planning ahead and staying organized. I have learned how to prioritize tasks and stay focused even when my schedule is full. Overall, tennis has shaped how I approach challenges in and out of the classroom. It has taught me discipline through training, teamwork through shared practice, and resilience through competition. These lessons continue to guide me as I work toward my goals in both academics and athletics.