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07b76ecdce Essay V3 2026-01-10 18:54:55 -06:00
d7c77ea532 Essay V2 2026-01-10 18:26:39 -06:00
6 changed files with 69 additions and 58 deletions

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my experience to help students make the right decisions. Finally, as a student who has been intimidated by my experience to help students make the right decisions. Finally, as a student who has been intimidated by
the science fair process, I plan and cater my presentations to help lower the barrier to entry for new students and underclassmen, the science fair process, I plan and cater my presentations to help lower the barrier to entry for new students and underclassmen,
recruiting members by making science fair more approachable. recruiting members by making science fair more approachable.
\item From halfway in my 9th grade to now, I have started, owned, and am fully maintaining a Discord study server for our school's
student class of 2027. As the owner, I am fully responsible for a managing a team of 8 voted moderators, and I have
to ensure that everybody's voices are heard. As the server is run through Discord, arguments and disagreements can
easily escalate, so I have to step in as a neutral party to mediate and resolve conflicts. It was through these Discord
"blow-ups" that I started learning how to be a better leader and work with others. I have poured over 300 hours into
this server, managing over 100 active members. Housing over 50\% of the class (at its peak) was a daunting task, and I
had to deal with revolts and mass exodus of members multiple times. From arguments about the "wetness of water" to
kicking me out of my own server, I have seen and managed all of these conflicts. Now, our server is a stable and
thriving community, with valuable study resources, popular group study calls, and constant member engagement through
general (and of-topic) text channels.
\end{enumerate} \end{enumerate}

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@@ -58,5 +58,5 @@ to fully utilize the research platforms and opportunities provided by AFRL.
%//TODO: SHORTEN BOTH ABOVE?? %//TODO: SHORTEN BOTH ABOVE??
\item % MIDI AND AUDIO \item % MIDI AND AUDIO
\item % Debate congrews app \item % Debate congrews app
\item % Self LEarnign courses and LEet code, etc.?? \item % Self LEarnign courses and LEet code, etc.??
\end{enumerate} \end{enumerate}

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Calculus, Chemistry, and even history. Each session requires significant preparation, as I have to explain Calculus, Chemistry, and even history. Each session requires significant preparation, as I have to explain
the concepts in an intuitive manner that struggling students can understand. So far, I have received positive feedback the concepts in an intuitive manner that struggling students can understand. So far, I have received positive feedback
from my students, and I always prioritize their learning and understanding above all else. from my students, and I always prioritize their learning and understanding above all else.
\item From halfway in my 9th grade to now, I have started, owned, and am fully maintaining a Discord study server for our school's
student class of 2027. As the owner, I am fully responsible for a managing a team of 8 voted moderators, and I have
to ensure that everybody's voices are heard. As the server is run through Discord, arguments and disagreements can
easily escalate, so I have to step in as a neutral party to mediate and resolve conflicts. It was through these Discord
"blow-ups" that I started learning how to be a better leader and work with others. I have poured over 300 hours into
this server, managing over 100 active members. Housing over 50\% of the class (at its peak) was a daunting task, and I
had to deal with revolts and mass exodus of members multiple times. From arguments about the "wetness of water" to
kicking me out of my own server, I have seen and managed all of these conflicts. Now, our server is a stable and
thriving community, with valuable study resources, popular group study calls, and constant member engagement through
general (and of-topic) text channels.
\item % NHS officer work!!.. AYNY VOLUNTEER OR PAID WORK \item % NHS officer work!!.. AYNY VOLUNTEER OR PAID WORK
\item % Robotics team work? \item % Robotics team work?
\item % Science fair club officer work? \item % Science fair club officer work?

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% Settings: % Settings:
\pagestyle{empty} % no header or footer \pagestyle{empty} % no header or footer
\setlength{\parindent}{0.5in} % standard paragraph indentation \setlength{\parindent}{0.5in} % standard paragraph indentation
\setlength{\parskip}{0pt} % no space between paragraphs \setlength{\parskip}{6pt} % no space between paragraphs
\singlespacing % single spacing \singlespacing % single spacing
\frenchspacing % Better spacing after periods \frenchspacing % Better spacing after periods
@@ -57,56 +57,66 @@
\vspace{12pt} \vspace{12pt}
294 Squiggly red underlines. Nearly every line of my code had errors. Null
pointers, incompatible types, undefined variables, Gradle sync errors---I had
encountered them all. It was February 2024, my freshman year, and we had ten
minutes to take the field for our First Tech Challenge (FTC) League Finals.
My heart pounded as keys clattered beneath my flying fingers. My code was
broken, and for the finals, it had to work. The merciless clock ticked away,
and with seconds to go, I finally compiled the code. There was no time to
test, hardly any to breathe. We took the field, and my finger hovered over
the play button. Time paused. The buzzer sounded, and I pressed play. Success.
In two minutes and thirty seconds, we won.
% Essay content begins here Seven months earlier, I didn't know what a variable was. I was fully into
294 squiggly red underlines. Nearly every line of my code had errors. Null pointers, music, and programming was yet to cross my radar. When my friend started a
incompatible types, undefined variables, Gradle sync errors---I had seen it all, and each error felt like a robotics team, I joined on a whim. It was that abrupt decision that started
dissonant chord demanding resolution. It was February 2024, my freshman year, and we had ten minutes to my journey into robotics. Progress was painstakingly slow; it took me two
take the field for our First Tech Challenge (FTC) final match. My heart raced as I thumped the keyboard in a full months to make a motor turn. But gradually, I became hooked. Like a
frenzy. My code was broken, and for the final match, it had to work. Time raced faster than it ever used to, and sponge, I absorbed everything: tutorials, documentation, and even Stack
I finally compiled the code. Overflow threads. Eventually, I taught myself enough Java to become a
There was no time to test, hardly any to breathe, and before I knew it, we were on the field with my index functional FTC programmer.
finger hovering over the large play button. Time paused. I heard the buzzer and pressed play. Success.
In two minutes and thirty seconds, we became league champions.
It was almost hard to believe that seven months back, I didn't know what a variable was. As the season progressed, we became a competitive team, and my knowledge was
I was fully into music, and programming was not even an afterthought. expanding in parallel. On that competition day, something just clicked. It
It was a mere coincidence that my neighbor (and good friend) decided to start a robotics team, and given the minimal investment, I wasn't the win that truly made me happy. It was the realization that my own
joined. Like nearly all of my endeavors, my FTC journey began with a Google search. I was learning at a snail's pace, and it code produced tangible outputs. At that very moment, I knew that I wanted to
had taken me two months to simply make a motor move. Soon, I was hooked. Like a sponge, I was absorbing everything I had to learn, continue working in a STEM field, and I was ready to keep coding on.
and I had eventually taught myself enough Java to become a functional FTC programmer.
As the season progressed, my sponge was But that readiness was tested in September 2024. Somewhat naively, I decided
soaked, and we were a top competitive team by February. On competition day, the lightbulb within me finally clicked. to build a machine learning model to predict gait patterns in Parkinson's
The joy I experienced wasn't just from our robot picking up and scoring pixels, but from the fact that the code I had recently learn to write Disease for my sophomore-year Science Fair project. The only problem is that
was resulting in a tangible output that I could witness. It was that moment when I decided to pursue a STEM career. I was I had no clue how. So I dove in: Python syntax, NumPy arrays, signal filtering,
no longer just a high school student; I was a STEM student, and I was ready to help change the world. feature extraction, and model architectures. I had entered unfamiliar territory,
and each concept I learned brought new confusion. After two months of relentless
reading, coding, and debugging, I managed to transform raw sensor data into a
working classification model. Somewhere between the first error message and
the final 96\% accuracy, I had begun to absorb a new discipline.
But that readiness was tested in September 2024. In a spur of ambitious insanity, I could have stopped there, but I realized that a working model on my laptop
I had committed to building a machine learning model to predict gait patterns in Parkinson's Disease for my sophomore-year wasn't going to help any Parkinson's patients, and I needed to embed my model
Science Fair project. The problem: I had no clue how to. And so I learned. Python syntax, NumPy arrays, signal filtering, into a complete hardware device. This task was beyond daunting, as I had to
feature extraction, and model architectures. I had entered a brand new domain, and each concept seemed to confuse me in a different way. venture into the foreign territory of hardware and electrical engineering.
After two months of painfully laborious learning, coding, and debugging, I was finally able to transform raw sensor data into a With my engineering teacher guiding me, I eventually learned the basics. After
functional and accurate classification model. Somewhere between the first error message and the final 96\% accuracy, I countless 2 AM KiCAD tutorial sessions, I finally had a working design for a
had managed to absorb a new discipline by pushing myself into unfamiliar waters. custom printed circuit board (PCB) housing a sensor and microcontroller. Two
weeks later, my PCB arrived, and after soldering all my components, it didn't
If it weren't for my ambition, I would have stopped there. Unfortunately, I realized that a working model on my laptop work. My heart sank. In desperation, I resoldered each joint carefully and
wasn't going to help any Parkinson's patients, and I needed to embed my model into a complete hardware device. This tried again. Somehow, it worked. After writing some C++ software for the
task was beyond daunting, as I had to venture into the foreign land of hardware and electrical engineering. With my device, I had something that actually worked. The project eventually made it
engineering teacher guiding me, I slowly learned everything I needed. After dozens of 2 AM KiCAD tutorial binge sessions, to the International Science and Engineering Fair (ISEF), placing 3rd in
I finally had a working Robotics and Intelligent Machines. What struck me most wasn't the placement,
design for a fully custom printed circuit board (PCB). Two weeks later, my PCB arrived, and after soldering all my but the fact that six months earlier, I wouldn't have understood any of it.
components, it didn't work. My heart sank. I touched up all the joints with my soldering iron and tried again. Success.
I wrote some quick software in C++, and I finally had a working end-to-end implementation for my final solution. After
my project made it to the International Science and Engineering Fair (ISEF), the judges were impressed by the full
end-to-end implementation, and my efforts were finally rewarded when I won 3rd in Robotics and Intelligent Machines at ISEF.
Throughout my high-school life, I have strived to constantly learn new things, which is why I am so excited about the
Wright Scholar opportunity. From tinkering in my bed, I can start working on relevant research problems this Summer,
which would exponentially increase my learning and comprehension of these subjects. From cutting-edge
biomedical computing to sensor processing to cybersecurity, AFRL offers exciting venues for me to apply my knowledge.
For a sponge who lives to learn, AFRL can serve as a reservoir of knowledge, and I can't wait to absorb new information with
domain experts.
Throughout high school, I've taught myself many disciplines, from FTC
programming in Java to designing circuits. The Wright Scholar program provides
an opportunity to apply my skills to current and critical research. I'm
intrigued by AFRL's Sensors Directorate, where I hope to deepen my understanding
of signal processing while contributing to sensor exploitation technologies.
I'm equally drawn to Human Performance Wing's work with multimodal sensing to
monitor and enhance human performance. Moreso, the chance to work alongside
domain experts who can accelerate my growth as an engineer and developer is
invaluable to me. Whether working with sensor fusion or biomedical sensing,
as a sponge eager to learn, AFRL is exactly where I need to be.
\end{document} \end{document}