I'm a scientist turned builder with a background in statistical physics and a track record of shipping real-world systems in finance and machine learning. I’ve led product and research efforts—everything from designing optimization engines and personalization scores to deploying parsing infrastructure and vector search tools.

LLM internals, Agents and RL, Deploying agentic workflows,

Using my background in statistical physics to study large scale LLM enabled synthetic societies.