7 projects: featured work first, then research and side projects, then work from internships.
Independent project
A Rust simulator that reproduces Pokémon Showdown's Gen 1 battles exactly, ~900× faster. Agents trained on it by self-play beat TaurosV0, Metamon's best standalone Gen 1 OU policy.
2026 Rust · Python / PyO3 · PyTorch
Game AI / search
An Othello engine in Java with four search shortcuts stacked together. It searches 15.5× fewer positions than plain alpha-beta search, yet loses to it in timed games; I measured why.
Java 8 · Alpha-beta / PVS · Transposition table
Independent project
Six LoRAs teach FLUX.2 Klein an illustration style I designed, each from a different mix of reference and synthetic images. 252 images scored blind by a VLM judge.
2026 FLUX.2 Klein 4B · LoRA · AI Toolkit
Independent project
Reads 9,350 handwritten and printed Arabic and English pages with seven local OCR models, then answers questions about them, citing the source page for every answer.
2026 Python · vLLM · Vision LLMs
Independent project
A paper draft that re-implements DINO-WM model stitching. A reported collapse did not replicate, and a per-capability audit found door skills degrading in stitches that plan normally.
2026 PyTorch · DINO-WM · DINOv2 · SigLIP · MAE
Independent project
An app that turns an iPhone room scan into a millimetre-accurate floor plan and a furnishing plan, checking every piece against the measured room. A prototype, tested on a sample scan.
2026 TypeScript · Cloudflare Workers + D1 · Apple RoomPlan
Independent project
One small neural network, shared by 30 agents, keeps 86.3% of them alive in a simulated survival world, against 62.0% for a hand-written strategy and 0% for random play.
2026 Python · NumPy · PyTorch