The lab
Things I build to learn. Some shipped, some didn't. None of them are sold as more than they are.
- L-01
Options Hunter: an agent-run research desk
Claude Code skills used as an agent runtime for trading research. Live market data, web-sourced catalysts graded by source reliability, a four-voter ensemble and an evaluation set with ground-truth labels. Every input is labelled as real or proxy data. Backtests model the gap between live fills and assumed fills. An exercise in agent architecture and evaluation, not financial advice.
Claude Code skills · Python · IBKR API · SQLite · Vite
Shipped - L-02
Schema-driven document extraction
A team-built document-extraction platform: users define a schema, documents run through OCR and a schema-bound model call, and every extracted value links back to its box on the page for human review. My contributions: the model upgrade with array outputs, auto-generated schemas, an output-ordering fix and the zoom-and-lens review UI.
Gemini · JSON Schema · OCR · React · Supabase Edge Functions
Shipped - L-03
Quantum chemistry on a consumer GPU
R&D sandbox: a Rust VQE simulator for small molecules (H₂, LiH), bridged to a GPU backend through PyO3, with a Qiskit backend over a compressed state representation. On H₂ it reaches chemical accuracy against the exact reference. Unfinished, and kept for the Rust, CUDA and FFI practice rather than any claim about quantum advantage.
Rust · PyO3 · CuPy / CUDA · Qiskit · Python
In progress - L-04
ruv-FANN contributions
115 commits to ruv-FANN, an open-source Rust neural-network and agent-swarm project owned by rUv. My work: the MCP runtime that lets Claude Code drive the swarm, fault-tolerant agent scheduling, a WebGPU backend, a swarm dashboard, and CI with cargo-deny.
Rust · WASM · WebGPU · MCP · GitHub Actions
Shipped
Need a senior AI engineer who can own delivery?
Tell me what you're building and where it breaks. I reply to every message myself.
Contract CTO · Principal AI engineering · Forward-deployed AI engineering · Enterprise AI architecture