About

I focus on building systems that reduce human effort – from legal AI with citation-grounded retrieval to market intelligence and trading research.

I'm most interested in problems where decisions matter, data is imperfect, and systems must explain themselves – not just output an answer.

Building clear, usable interfaces that expose complex systems without hiding important details.

ReactNext.jsReact NativeTypeScriptTailwind CSS

Designing backend systems that are predictable, debuggable, and easy to extend.

FastAPINode.jsPostgreSQLMongoDBRedis

Working with data and models where correctness, interpretability, and constraints matter.

PythonPandasPyTorchScikit-learnRAG

Shipping end-to-end with reproducibility and long-term maintenance in mind.

AWSDockerGitFirebaseGitHub Actions

If you're working on a problem where decisions, constraints, and correctness matter, I'm open to thoughtful conversations.