Say hello

Email is the best way to reach me. I read everything, and a specific question gets a better answer than a general one.

[email protected]
Open mail Bangalore, India

A hard problem

Throughput, cost, correctness or an agent that has to behave. Send the constraints, not the pitch.

An AI feature to ship

Retrieval, agents, evals, and the interface that puts them in front of users.

Talking shop

Agent protocols, generative UI, running things on spot capacity. Always up for it.