work · 2024 → present
Things I’ve made, broken,
and re-made.
Research, side-projects, internships, full-time jobs. Roughly in reverse chronological order. The starred ones are the ones I’d most like to talk about.
1st place validating open source shipped shipped
MOPI-HFRS · A2C extension
Multi-objective RL for healthier food recommendations
RLA2CGNNPyTorch
completing evals Bioinformatics KG extraction
Multi-agent system for normalizing experimental assays
Autonomous Bug-Report Testing for Android
Benchmarking how well autonomous agents reproduce bugs
Terminal LLM Trainer
Finetune small LLMs without an ML background
On-device Voice AI · Savant
Local GPT-4o-style conversation, no cloud
Spatial-query NLP · Flashpoint AI
Natural language → PostGIS
Predicting court motion outcomes · EL GATO Lab
Tabular + document features for civil court motions
Neural network from scratch
No frameworks, No AI assisted coding; just NumPy