Things I’ve built

A selection of projects from hackathons and personal research — mostly machine learning and reinforcement learning work in Python.

American Sign Language translator for text-to-sign translation, equipped with speech recognition. Awarded 2nd place.

Python JavaScript

Reinforcement learning pipeline for the Pokemon TCG, a two-player game with hidden information. PPO, behavior cloning, imitation learning, and MCTS; determinization, counterfactual regret minimization, and Bayesian value calibration.

Python PyTorch