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JINDONG “DEREK” SHA

Engineering Systems for Accessibility and Impact.

Jindong is a senior at Sage Hill School whose work connects advanced mathematics, AI, computer vision, research, and advocacy to build open-source tools for neurodivergent inclusion and public impact.

Areas of Work

Research & Engineering

Artificial intelligence, computer vision, robotics, graph neural networks, qualitative research, patents, publications, and technical presentations.

Leadership, Service & Advocacy

Nonprofit development, accessibility initiatives, neurodivergent inclusion, educational outreach, tutoring, and student leadership.

Awards & Academic Achievement

National-level mathematics, artificial intelligence, physics, research, programming, service, and music recognition.

Selected Impact

4,800+

Users reached through EqualiLearn AI

22 Chapters

International outreach network

1,000+

EyeGuard app downloads

120+

MemoLens downloads

15

Participants in neurodiversity research

4

Published research papers

2 Olympiad Qualifications

USAMO 2026 and USAJMO 2025

7-time

AIME qualifier

Team USA

2025 IOAI Team USA member

Research & Engineering

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Neurodiversity Research

Qualitative study conducted through an academic mentorship with Dr. Esther Kim at the University of Southern California. Examined how non-neurodivergent high school students perceive the treatment, belonging, and social inclusion of neurodivergent peers.

Result: Conducted 15 participant interviews, transcribed responses, developed a codebook, applied thematic analysis, and created Collective Access Guidelines to inform more inclusive student events, communication, participation, and school culture.

ARC AI

Patented AI-powered robotic cooking system designed to improve meat-cooking safety, consistency, and precision. Integrated computer vision, robotics hardware, and recipe-following logic to recognize ingredients, monitor cooking progress, guide preparation steps, and reduce the risk of undercooking.

Result: Programmed and tested the system through repeated cooking trials to validate safety, consistency, and precision outcomes.

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GAMS

Graph-based autoregressive molecular generation system for drug discovery integrating graph neural networks and sequence modeling.

Result: Developed a Dynamic Guided Decoding strategy that outperformed several existing approaches in QED and the proportion of drug-like molecules, published the work in Frontiers in Medical Science Research, and earned Third Place at the 2025 Orange County Science and Engineering Fair.

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MemoLens

Patented adaptive digital-archive system developed using Flutter and Dart to help students document, organize, and preserve school memories. Includes photo uploads, captions, event-based organization, personalized memory retrieval, and iterative user testing.

Result: Released the system through MemoLens, reaching 100+ downloads while incorporating feedback from student users.

SR-EyeScan

AI-assisted retinal-image analysis system intended to support early glaucoma-risk screening. Applied computer vision and machine-learning methods to preprocess retinal images, identify visual patterns associated with glaucoma risk, classify image-based eye-health indicators, and analyze classification errors.

Result: Evaluated model performance on separated training and testing sets and analyzed classification errors to identify opportunities for improving reliability.

Leadership, Service & Advocacy

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EqualiLearn Inc.

Built an AI-powered personalized learning website called EqualiLearn AI for neurodivergent and underserved students, focusing on adaptive explanations, accessibility, and an iterative process with improvement from user feedback. Reached 4,800+ users and expanded outreach through a 22-chapter international network, including partnerships with autism-related community organizations such as The Autism Community in Action (TACA).

Impact: 4,800+ users reached

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EyeGuard Impact Inc.

Founded and developed an eye-health nonprofit combining AI research and public education to promote early detection and early screening and prevention of vision diseases such as myopia. Connected AI research with public-health outreach for students and families, with the EyeGuard app reaching 1,000+ downloads.

Impact: 1,000+ app downloads

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Memories Through Lenses

Founded and developed an app to document school events and preserve shared memories through collaborative storytelling. Led the Memories Through Lenses school club as Founder and President, focusing on photography, digital yearbooks, and community memory preservation, with MemoLens reaching 120+ downloads.

Impact: 120+ app downloads

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TaskFlow

Developed a web-based app for the Sage Hill Yearbook Club and its administrators/teachers to organize assignments, deadlines, and tasks, helping editors and staff track progress, manage responsibilities, and improve communication during the yearbook creation process.

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President, CAST-LA Youth Club

Led youth service initiatives supporting neurodivergent children and families through education, tutoring, and outreach. Organized student volunteers, meeting agendas, project planning, outreach materials, and advocacy projects connecting student leadership with neurodiversity inclusion.

Sage Hill Math Meet Club Problem Writer

Wrote original contest-style mathematics problems for student practice and competition preparation. Collaborated with peers on mathematical problem-solving and contest preparation.

Peer Tutor, Physics

Tutored students in physics, helping peers strengthen conceptual understanding and problem-solving skills through one-on-one explanations, practice problems, and test preparation.

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Peer 1 on 1 Tutor/Mentor

Provided one-on-one academic and social support for a teenage student with autism, adapting communication and tutoring strategies to support confidence, learning pace, and interests.

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ACEing Autism Volunteer

Supported tennis programming for children with autism through patient instruction and encouragement, helping create an inclusive sports environment focused on confidence, coordination, and social connection.

Publications & Presentations

Published Research

Published • ARC AI

A Smart Robotic System to Ensure Safe and Precise Meat Cooking Using Artificial Intelligence and Computer Vision.

CS & IT Conference Proceedings

Published • GAMS

GAMS: Graph-Based Autoregressive Molecular Generation System for Drug Discovery.

Frontiers in Medical Science Research

Published • MemoLens / Memories Through Lenses

An Adaptive System for Preserving School Memories Using Flutter and Dart.

CS & IT Conference Proceedings

Published • SR-EyeScan

SR-EyeScan: An Integrated End-to-End Interpretable AI System for Robust Glaucoma Screening in Resource-Constrained Environments.

Published research on an integrated interpretable AI system for glaucoma screening in resource-constrained environments.

scholarly review • Neurodiversity Research with Dr. Esther Kim

Study examining non-neurodivergent students’ perspectives on the treatment, belonging, and social inclusion of neurodivergent peers in a high school setting.

Conference Presentations

ARC AI • AIRCC Publishing Corporation

Presented ARC AI through AIRCC Publishing Corporation, explaining the project’s research methods, artificial intelligence, computer vision, robotics, food-safety purpose, outcomes, and real-world applications.

MemoLens / Memories Through Lenses • AIRCC Publishing Corporation

Presented MemoLens through AIRCC Publishing Corporation, explaining its development, goals for preserving school memories, impact, limitations, and possible expansion to other schools.

GAMS • Google IgniteCS Programming Expo

Presented GAMS at the Google IgniteCS Programming Expo, explaining its Dynamic Guided Decoding strategy, graph neural networks, sequence modeling, and applications in drug discovery.

Recognition: Second Place, 2025.

ARC AI • GameGala

Presented ARC AI at GameGala, demonstrating the autonomous robotic cooking system and explaining its food-safety purpose, technical functions, and development process.

Recognition: First Place, 2024.

SR-EyeScan • CAST Global Youth STEM Innovation & Entrepreneurship West Regional Competition

Presented SR-EyeScan at the 2026 CAST Global Youth STEM Innovation & Entrepreneurship West Regional Competition, explaining the project's AI-assisted retinal image analysis, glaucoma-screening approach, model evaluation, and potential applications for underserved communities and accessible early eye-disease screening.

Recognition: Second Place, Cash Prize of $200, 2026.

Awards & Honors

Artificial Intelligence and Computer Science

IOAI Team USA Member, 2025.

Jindong represented Team USA at the International Olympiad in Artificial Intelligence.

USAAIO Camp Invitee; Distinguished Honor Roll; Round 2 Gold Award, 2026.

Jindong was invited to the USAAIO Camp after outperforming more than 300 participants nationwide, earned the Distinguished Honor Roll in Round 1 out of 3,000 participants, and earned a Gold Award in Round 2 out of more than 500 participants.

Kaggle Bronze Medalist, 97th of 1,142 Teams, 2025

Jindong placed 97th out of 1,142 teams in the NeurIPS 2025 Google Code Golf Championship.

Mathematics

USAMO Qualifier, 2026; USAJMO Qualifier, 2025; 7-Time AIME Qualifier

Jindong earned a perfect score on the 2024 AMC 10A and placed in the Top 1% on the 2024 AMC 10B.

Physics

USAPhO Honorable Mention, 2025

USAPhO Bronze Award, 2026

Research and Engineering

Google IgniteCS Programming Expo First Place, 2024 (ARC AI); Second Place, 2025 (GAMS)

GameGala First Place, 2024 (ARC AI)

Orange County Science and Engineering Fair Second Place, 2023; Honorable Mention, 2024; Third Place, 2025 (Take a Break, ARC AI, GAMS)

Service and Leadership

The President’s Volunteer Service Award, Gold Level, 2023

The President’s Volunteer Service Award, Gold Level, 2024

CAST-LA Gold Service Award, 2025

Music

American Protégé International Music Talent Competition Second Place, 2024

American Protégé International Music Talent Competition Third Place, 2025

United States Open Music Competition First Place Prize, 2025

ABRSM Level 8 Violin Certification, 2023

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Beethoven - Romance for Violin and Orchestra No. 2 in F major, Op. 50 | Filmed 2025

Education, Summer Programs & Internship

City of Irvine Councilmember Melinda Liu’s Office, Research Committee Intern | Irvine, California

July 2026 - Present

Yale Young Global Scholars: Solving Global Challenges | New Haven, Connecticut

June 2026 – July 2026 
 

Stanford Neurodiversity Project Research, Education, and Advocacy Camp for High Schoolers (SNP-REACH) | Stanford University

July 2026

Research Intern, SoftCom Lab, Computer Science Department, California State Polytechnic University, Pomona | Pomona, California

August 2023 – September 2025

Harvard Undergraduate Ventures-TECH Summer Program | Cambridge, Massachusetts

June 2025 – August 2025

Brown University Pre-College: Economics, Technology, and Innovation | Providence, Rhode Island

June 2024 – July 2024

Skills & Additional Interests

Technical Skills
Robotics & Hardware

Python, Java, C++, artificial intelligence and machine learning, TensorFlow, OpenCV

Arduino; Raspberry Pi; robotics frameworks

Research Skills
Languages

Qualitative interviews; thematic coding; literature review; data analysis

English; Mandarin; Spanish; American Sign Language

Athletics

Frosh/Soph Tennis, Sage Hill School, April 2024

Jindong participated in team practices and matches and developed consistency and teamwork through singles and doubles competition against other high school teams.

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