Projects

Everything I’ve built, on one map.

Robots, models, health apps, games, and the research that came out of them. Chambers with a red seal became a paper or a poster. Every box below opens.

Games & learning

Games · Research / 2025-26 Implicit & Adaptive Gamified Education An AP Research study with a custom 7-level platformer and a 3×2 design. Explicit tutorials beat implicit ones, and adaptive difficulty made players feel worse without helping them play better.
Games · Education / 2026 AP Practice Browser practice quizzes for APUSH and AP Gov with peer-to-peer multiplayer over WebRTC, room codes, and a powerup shop between rounds.
Education · Web / 2026 Project 1600 A full-stack SAT prep and mentoring platform with enrollment, an admin panel, and a WebGL hero.

Robotics & embedded

Robotics / 2023 to now VEX Robotics: 285C Discobots Chaos Programming lead, build team, and drive team for 285C. Custom motion chaining on top of LemLib, eight autonomous routines, and a Worlds qualification in the Push Back season.
Robotics / 2026 VEX V5 template A starting point for VEX V5 code on PROS and LemLib, with a touchscreen autonomous selector.

Machine learning

Machine learning · Research / 2026 Mental Health Text Triage A staged optimization study: from fine-tuned BERT down to a quantized DistilBERT on ONNX Runtime that is 4.3x faster and 6.4x smaller, at 82.3% accuracy across 7 psychological states.
Machine learning · Games / 2026 Showdown AI Supervised imitation learning for Gen 9 OU on Pokémon Showdown: a residual MLP over a 725-dimensional feature vector built from my own games.
Math / 2026 SVD from scratch SVD for my post-calculus class: word embeddings from a co-occurrence matrix, the gender bias they pick up, analogy tests where the compressed matrix beat the raw one (about 55% vs 47%), and image compression.

Digital health

Digital health · Embedded / 2025 Parkinson's Care Watch A low-cost watch that counts tremors and steps, watches for REM sleep disruption, reads pulse and blood oxygen, and alerts caregivers over Bluetooth.
Digital health · Machine learning / 2026 NeuroVoice AI A Flutter app that records short daily voice checks, runs whisper.cpp and a pure-Dart signal processing engine on the device, and tracks change against your own baseline.
Digital health · Machine learning / 2026 Free Bird A browser app for everyday student stress. A deterministic safety scan runs first, an on-device sentence model reads what you wrote, and every number it shows comes with its arithmetic.
Digital health / 2026 SiteCycle A Flutter app with a body map that suggests the most-rested injection site, a dose and adherence log, growth tracking, reminders, and PDF reports for appointments.