I build AI systems that have to work in the real world.

I’m an AI Tech Lead at Coefficient, where I build production agents that use tools, run code in sandboxes, keep memory, and work across integrations. I spend a lot of time on evaluations and observability because an agent is only useful if we can understand and trust what it does.

Before focusing on AI, I worked on large backend and distributed systems at Coinbase and Flipkart. I have more than eight years of engineering experience. That background still shapes how I build: set clear boundaries, inspect the system, and make failures recoverable.

I started this site to explain what I learn while building. I want the articles to be technically honest without becoming hard to read. Each one should leave you with a clearer mental model, an idea you can test, or something you can build.

Outside work, I care about health, family, Formula 1, and fantasy worlds. The small painted sparks across this site are a nod to the last two.