Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
Hyderabad, IndiaJoined June 2026
About
I’m Vamsi, a builder focused on production AI systems. I write Production AI Field Notes to break down the architecture behind reliable LLM apps, RAG, agents, multi-agent workflows, evaluation, observability, safety, and governance.
My goal is simple: help builders move beyond impressive AI demos and design systems that can be tested, operated, trusted, and improved in the real world.
Available for
AI system architecture reviews, RAG and agent workflow design, production-readiness audits, technical writing, consulting, workshops, and collaboration on practical AI products.