By day,I build AI products.By night,I explore markets.Same system.Different edge.

I build human-centered AI products and reproducible quantitative systems. Both start with a clear problem, a small credible system, and evidence that survives the demo.

Shipping AI products with clearer user problems and stronger feedback loops, while making factor research more point-in-time, cost-aware, and reproducible.

Open to AI product, quantitative research, and early-stage collaborations with a real problem, an honest evidence path, and the ambition to ship.