Samrat Sigdel — I build systems
that think.
12 years of infrastructure. Now pointed at AI. I know where systems break — and how to make them intelligent.
Few understand the systems underneath.
I spent 12 years in both worlds.”
Designing workflows where AI does the heavy lifting. From prompt engineering to production pipelines that don't break at 3am.
12 years of knowing where things break — in networks, servers, and code. Building AI on infrastructure that actually holds.
When the problem is clear, I move. No ceremony. From concept to working system, fast. I put all effort required until it's done.
toward.
Building systems where AI agents plan, act, and self-correct without hand-holding
Chaining models, tools, and memory into production-grade pipelines
Retrieval-augmented generation for knowledge-intensive applications
End-to-end workflow automation replacing manual IT processes with intelligent systems
Running models close to the data, fast and cheap
Designing interfaces built around AI capabilities, not bolted on top
The resume
doesn't
live here.
This site shows you how I think. LinkedIn shows you where I've been. Put them together and you'll understand why I'm hard to find.