Translating Historical Manuscripts with Gemini 3
Jan 2026An app for transcribing and translating historical manuscripts using Gemini 3 and GPT-5.2. Built as an early Christmas present for my girlfriend.
Posts
Scalable Reinforcement Learning with LLMs - Atropos Guide
May 2025Quick 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.
Evaluating Reasoning in LLMs Through MTG Deck Building
May 2025ManaBench 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.
Introducing Manamorphosis: A Diffusion Model for MTG Deck Generation
May 2025I trained a diffusion model to complete Magic: The Gathering decklists. Give it some cards, it fills in the rest. Trained on 47k tournament decks.
Gait Analysis for Physical Therapy with YOLOv11
Apr 2025Built a video analysis tool for my mom's physical therapy research. Uses YOLOv11-pose for automatic joint detection with a drag-to-correct interface.
Daily Yap: A Synthetically Generated Conversational Audio Dataset
Jun 202490-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.
Large Language Models for Magic: the Gathering
May 2024One 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.