My engineering journey began in 2018 as a trainee navigating mainframe systems — COBOL, JCL, batch processing. While others saw legacy, I saw architecture: systems designed to run at scale, reliably, without noise.
Over 7+ years at Infosys, I evolved through telecommunications operations, data engineering pipelines, and cloud infrastructure. Each layer sharpened how I think about resilience, automation, and systems design.
Today I design AI platforms — Generative AI systems, LLM workflows, agentic pipelines — that bring intelligence into the operational layer. The goal has never changed: build things that work, at scale, without drama.
Right now I'm building multi-agent frameworks, deploying LLM-powered bots to production, and designing the infrastructure layer that makes AI systems reliable at scale.