Young Pranil
Young volleyball player
2008

The Beginning

Orchestra violin performance
HPE Codewars 2nd Place
Granite Bay Grizzlies team celebration
Granite Bay team huddle
2025

Present Day

Pranil Raichura

Pranil Raichura

Junior · Research & CS · Granite Bay High School

Projects, research, and context for teachers and RSI reviewers.

"A picture is worth 1000 words"

At a Glance

  • Academics: 4.0 UW / 4.53 W GPA, rank 1/502; AP CS A & Principles, AP Calculus AB/BC, AP Physics 1, AP Statistics
  • Research & CS: NASA Space Apps Global Nominee 2025, "Beyond Euler" physics-informed ML preprint (XGBoost, SHAP), ASD serious game with OpenCV breathing detection
  • Service & Leadership: Founder of Tech4Silvers, NHS Sergeant at Arms, UN GYEL participant, USAV national-level volleyball
View Projects & Impact

My Story

The context behind how I handle pressure in research, competitions, and leadership.

Early Pressure

The glass wall behind me held a crowd of spectators, but I only saw one face: Samyak's. Fifth grade, first squash tournament. Each round I lost, that pressure grew louder—the belief that when it really mattered, I would fall short. After the final point, I locked myself in the bathroom and cried for twenty minutes, too ashamed to walk out.

I assumed volleyball would fix things—a team sport would spread pressure across six players. That theory lasted until my first season at one of the Bay Area's most competitive clubs. A serve came straight at me and I whiffed it completely. I started hoping to stay on the bench, where mistakes were impossible.

The Pattern Follows

At the UCI GSET summer research program, after flying directly from Volleyball Nationals, I froze during our final presentation. My teammates continued without missing a beat while I stood in silence under the stage lights.

It became what psychologists call a flashbulb memory: vivid, persistent, humiliating. For a long time, it felt like proof of a fixed truth—I couldn't perform when it mattered.

Finding Purpose

What changed was not the existence of pressure, but my relationship to it. I began developing a game to help autistic children regulate emotions, inspired by a childhood friend who treated me with kindness when I was the awkward kid who didn't fit in.

I implemented OpenCV-based computer vision to detect diaphragmatic breathing from a webcam, distinguishing shallow chest breaths from deeper belly breaths. Nights disappeared into debugging—but the pressure felt different. It wasn't about proving I was enough; it was about building something that mattered to someone else.

Testing the Hypothesis

Maybe pressure itself wasn't the enemy—maybe the problem was why I was showing up. To test that, I walked into my first Tech4Silvers workshop, facing a room of older adults learning digital skills.

Then a seventy-year-old woman successfully placed her first video call to her grandson. Watching her face light up, the pressure didn't disappear—it just became irrelevant next to the purpose in front of me.

Seeking High Stakes

Once I stopped treating pressure as a verdict and started treating it as a signal of meaning, I began seeking high-stakes moments. I ran for NHS leadership—my hands trembled at the podium, but speaking about what genuinely mattered connected. I was elected Sergeant at Arms.

During NASA Space Apps, when my team hit a wall with minutes left, I found myself managing the chaos instead of freezing inside it. We submitted just in time—and won.

Volleyball Transformed

The same sport that once made me hope for the bench now has me competing nationally. Last season, my team placed second at USAV Nationals in Salt Lake City.

I still feel a spike of nerves before every match, but I no longer interpret it as a prediction of failure. It's evidence that I care about the outcome.

Research and Readiness

This fall, I co-authored a preprint challenging Euler's 250-year-old formula for predicting structural buckling, developing a physics-informed XGBoost model that reached R² of 0.97 and using SHAP analysis to understand why it outperformed classical theory.

The pressure feels remarkably similar to that fifth-grade tournament—same elevated heart rate, same narrowed focus. The difference is what that feeling means to me now.

The Person I'm Becoming

Today, when pressure shows up, it's a reminder that I am working on something that matters—to a teammate, a workshop participant, a research question, or a community I care about.

The fifth-grader crying in the bathroom is still part of my story, but he no longer decides where it ends.

That mindset now shows up in projects like Beyond Euler and Tech4Silvers.

Project Portfolio

Showcasing innovative projects across AI, web development, and research

🤖AI/ML
Featured

Exoscope AI

NASA-Nominated Exoplanet Detection Tool

An AI-powered application for detecting and analyzing exoplanets using machine learning. Built with Python and Streamlit, this tool leverages advanced algorithms to identify potential exoplanets from astronomical data.

🏆 Global Nominee, International NASA SpaceApps Competition 2025

TECH STACK

PythonStreamlitMachine LearningData Science
🌐Web Development
Featured

ClearPolicy

Policy clarity, with sources you can check

Full-stack web app transforming ballot measures into clear summaries with verifiable, non-biased sources. Integrates with OpenStates and Congress.gov APIs for real-time legislative data. Used by local community members; currently growing waitlist prior to public launch.

TECH STACK

TypeScriptReactPrismaTailwind CSSOpenStates APICongress.gov API
🤖AI/ML
Featured

Fake News Detection App

AI-powered misinformation detection using NLP

Machine learning application using NLP and neural networks to detect fake news articles. Built during the Inspirit AI Scholars program under Stanford alumnus mentorship. Employs confusion matrices to classify news authenticity with high accuracy.

🏆 Best Presentation Award – Inspirit AI Scholars

TECH STACK

PythonStreamlitNatural Language ProcessingNeural Networks
🎮Game Development
Featured

ASD Serious Game with Computer Vision

Improving emotional regulation for adolescents with autism

Garden-themed AI game with guided breathing sessions for adolescents (12–16) with ASD. Uses OpenCV to detect diaphragmatic breathing from webcam. Conducting IRB-aligned study with HRV and STAI-State evaluations under Harvard and Stanford mentors.

🏆 Preprint in progress; aiming for journal submission in 2026

TECH STACK

PythonC#UnityOpenCVMachine Learning
🔬Research
Featured

Beyond Euler ML Framework

Physics-informed ML for structural buckling prediction

Interpretable XGBoost model with SHAP analysis predicting structural buckling in non-ideal materials, achieving R² of 0.97. Challenges Euler's 250-year-old formula. Extended experimental framework from Johns Hopkins EEI program.

🏆 Preprint published; under review for journal submission

TECH STACK

PythonXGBoostScikit-LearnSHAPData Analysis

Experience & Research

Computer Vision Powered Serious Game for ASD Lead Developer & Researcher

Tech: Python, C#

Designed and published a garden-themed, AI-assisted resource-management game with integrated guided breathing sessions for adolescents (12–16) with Autism Spectrum Disorder (ASD), aimed at improving emotional regulation and reducing state anxiety.

  • Conducting an IRB-aligned study with HRV and STAI-State evaluations across weekly gameplay
  • Authoring research paper with Dr. Nouchine Hadjikhani and Nolan Miranda, M.S.

Mentors:

Dr. Nouchine Hadjikhani
Harvard Medical School
Nolan Miranda, M.S.
Stanford University

Machine Learning for Structural Engineering Research Author

Tech: Python (XGBoost), Scikit-Learn

Authored research paper under UConn PhD mentorship; preprint published on ResearchGate.

  • Developed an interpretable ML model (XGBoost) with SHAP analysis to predict structural buckling behavior
  • Extended experimental framework from JHU EEI program, combining engineering and computer science

Mentor:

Abdiel Rivera, PhD
UConn, Associate Professor at Polytechnic University, Orlando

Research Paper:

Beyond Euler: An Explainable ML Framework for Predicting Buckling Instabilities in Non-Ideal Materials

View Preprint →Preprint published; under review for journal submission

ClearPolicy.org Founder

Tech: TypeScript, React, Prisma, Tailwind, OpenStates & Congress.gov APIs

Built & shipped a full-stack web app that transforms confusing ballot measures into clear summaries with non-biased sources you can check. Gathering users on the waitlist prior to public release.

  • Full-stack development from conception to deployment
  • Integrates government APIs for real-time legislative data

Education

Granite Bay High School — Graduating May 2027

Class Rank
1/502
Unweighted GPA
4
Weighted GPA
4.53

Relevant Coursework

AP CS Principles & A (Java), AP Calculus BC & AB, AP Physics 1, AP Statistics

Standardized Testing

PSAT/NMSQT 1460 (760 Math, 700 ERW)

Outside Courses

Multivariable Calculus (Sierra College), Machine Learning Specialization (Stanford), et al.

Extracurriculars & Leadership

Coding Club
Hackathon Team

USACO & Coding Hackathons

Tech
9th, 10th, 11th Grade2-3 hours/week

Programming for the past 6 years. Languages: Python (Machine Learning, Complex Algorithms, OpenCV, Sockets), HTML/CSS, JavaScript, Java (learning), C# (Game development in Unity).

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UCI GATI Program
Final Presentation

Game Development and Sciences Research - UCI x GATI

Research
9th Summer → 10th

In the GSET program at UCI x GATI, I researched through the science of game development, incorporating machine learning and C# code into a final Unity project and business presentation that was pitched to investors on the final day of the program.

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Tech4Silvers Presentation

Tech4Silvers

Service
9th, 10th, 11th Grade2-3 hours/weekPresident and Founder

Founded a community service organization, which is also a club at GBHS. We educate seniors about technology, cybersecurity, and digital well-being by hosting seminars and Q&A sessions at various senior centers and organizations in the greater Sacramento and Bay Area.

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National Volleyball Team
Championship Win

National Volleyball

Sports
9th, 10th

Been playing for 9 years, this year being my 5th year in season.

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UN GYEL Program
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United Nations GYEL Program

Leadership
Spring 25 (10th)

Selected to participate in a prestigious international program affiliated with the United Nations Economic & Social Council (ECOSOC), fostering youth leadership, global collaboration, and innovative solutions to sustainable development challenges.

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Volleyball Team
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Varsity Volleyball

Sports
9th JV, 10th-11th Var

Played JV volleyball in 9th grade, then made Varsity as a sophomore. Competed in league and tournament play.

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USCF Competitive Chess

USCF Competitive Chess

Tech
9th, 10th, 11th Grade

Practiced chess for 3 years, started playing competitively for 2 years.

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Violin Performance
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Musical Instrument - Violin

Music
9th, 10th

Played the Violin for the past 5 years throughout elementary, middle, and high school. Started playing with an ensemble in the advanced middle school orchestra. For the past 3 years, I have been playing for the Sacramento Youth Symphony.

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NHS Leadership
NHS Book Collection
NHS Team
+2

National Honors Society (GBHS)

Leadership
10th, 11th Grade (Leadership)30 mins per weekSergeant at Arms

Elected as part of Leadership this year as the 'Sergeant at Arms' position in the cabinet. Participated in many volunteering and service activities, partner with other local organizations.

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Competitive Programming Club
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Competitive Programming Club

Tech
9th, 10th, 11th Grade (Leadership)Vice President

As VP, I helped transform our club from hosting a single end‑of‑year hackathon to regularly competing in USACO, NASA SpaceApps, Congressional App Challenge, and Berkeley CALICO.

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AI Team Project
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Inspirit AI 'Internship'

Tech
Summer 23 (8th → 9th)

Under the mentorship of a Stanford alumnus, my team of 5 and I learned through the depths of neural networks and machine learning that summer to develop an application using natural language processing and confusion matrices to detect fake news websites.

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