projects
Things I've built — mostly at the intersection of AI, health, and sports.
VO2
1st, tartanhacks 2026
An n-of-1 wearable health analysis system. It turns long-term WHOOP, Ōura, and
Garmin data into statistically valid personal studies — using changepoint
detection, multiple-testing-corrected correlation analysis, and a RAG assistant
grounded in peer-reviewed health literature — so people can find what actually
moves their own physiology, not the average person's. Won Conway's Best AI for
Decision Support Award at Carnegie Mellon.
pythonchangepoint detectionRAGwearables
A data-driven college football ranking model — an alternative to journalist-voted
polls. It flagged mismatches the AP missed, ranking teams on performance rather
than reputation.
pythonranking modelsports analytics
A distributed LLM inference network — pooling compute across machines to run
large models.
distributed systemsllm inference
Play Designer
1st, claude ai hackathon 2025
A web app for high school football coaches to design and plan plays, complete
with built-in defensive coverages — making advanced game planning accessible to
programs with smaller budgets.
web appfootball