Projects
AP Lit Essay Grader (LLM in Production)
Grades AP Lit essays against a classroom rubric: labels each part of the essay, scores it on 14 criteria, and offers a chat to dispute and correct the grade. Deployed on AWS (FastAPI and ECS with Cognito auth and Postgres persistence).
Python · FastAPI · Claude API · React · PostgreSQL · AWS ECS
MLB Prop Research System (ML in Production)
ML system for MLB prop research: ingests game and betting-odds data into a point-in-time-safe feature store, then tests per-plate-appearance classifiers (hits, walks, strikeouts, batters faced) against a naive baseline.
Python · AWS S3 · FastAPI · Feature Store · MLOps
