Hey, I'm Khushi!

I care a lot about making retrieval and agents actually work. Lately I've been pulled in by the gap between agents that demo well and agents you can actually trust with decisions that matter. I've done a bit of everything to get here. Full-stack, R&D on edge computing for connected vehicles, and most recently building retrieval systems and AI agents as an applied ML engineer.

These days I'm implementing papers, running experiments on agent failure modes, and building things like mcp-audit-trail. Also finally spending time on the ML fundamentals and math I kept putting off when I was heads down shipping.

CS from UWaterloo. Based in Toronto, sometimes San Francisco.