I'm a senior forward-deployed engineer specializing in GenAI: voice agents, agentic workflows, RAG, and the infrastructure underneath. I ship in customer environments, with customer teams, against customer constraints, and I stay through the part where systems have to actually keep working.
For the last two years I've led platform-scale GenAI builds for a Fortune-5 healthcare buyer through TrueFoundry, with a signed engineering byline on the
TrueFoundry blog for the memory layer I designed,
TrueMem. Before that I was the founding tech lead at an AI startup.
Toptal vetted me into the top 3% of engineers, AI specialization.
On the side, I wrote
My Adventures with LLMs, the book I wish I'd had when I started. I was also a speaker at the Linux Foundation
MCP Dev Summit Bengaluru (June 2026), talking about
mcp-guardian.
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