Python, FastAPI, scikit-learn
Maps free-text food descriptions to USDA FNDDS codes. Hybrid retrieval narrows 5,432 foods to 30 candidates, then TypeSafe AI's Jev, an RLCD model, chooses the top pick, lifting top-1 accuracy from 44% (baseline) to 59% for < $0.01.
Micromouse — Autonomous Pathfinding Robot
(Poster)C++, Python, Arduino
A fully autonomous maze-solving robot for the IEEE Micromouse competition — it explores a randomized 16×16 grid to find the shortest path to the center, then re-runs that route faster each lap.
Python, PyTorch, HuggingFace
Hermes, an agentic memory framework that teaches an LLM to manage its own long-term memory as tool calls — keeping far less in active context than a standard retrieval setup while still answering multi-hop questions.
Node.js, Express, MongoDB
A web app for tracking hiking trails across New Jersey — trail information, current conditions, and community-reported updates in one place.
GTO Poker Solver
Python
A poker solver that builds spots and solves hands against game-theory-optimal strategy, returning mixed-frequency ranges for any position and action.
