An app for transcribing and translating historical manuscripts using Gemini 3 and GPT-5.2. Built as an early Christmas present for my girlfriend.

Quick intro to Atropos, the RL framework from Nous Research. Written while prepping for their hackathon, where I got 2nd place with an environment for teaching LLMs how to write jokes.

ManaBench is my benchmark for testing LLM reasoning using Magic: The Gathering deck building. Models are tasked with picking the best card from 6 options to complete a deck.

I trained a diffusion model to complete Magic: The Gathering decklists. Give it some cards, it fills in the rest. Trained on 47k tournament decks.

Built a video analysis tool for my mom's physical therapy research. Uses YOLOv11-pose for automatic joint detection with a drag-to-correct interface.

90-hour conversational audio dataset. Used GPT-4o to clean up Daily Dialog transcripts and XTTS v2 to synthesize speech with 8 different voices. Available on HuggingFace.

One of my early attempts at teaching LLMs to understand MTG. Created a dataset of 80k question-answer pairs covering card text, rulings, and combos, then fine-tuned Llama 3 8B with QLoRA.