About

My story

I'm Sai Eswar, a data scientist in Bengaluru who builds AI systems that people can trust with real work.

I grew up in Anantapur, Andhra Pradesh, and crossed the country to study electronics and communication engineering at NIT Agartala. That's where machine learning hooked me: I trained a car to steer itself in a simulator, and built Grow Garden, a small game where a neural network reads hand-drawn digits and grows a plant. A data science internship at The Sparks Foundation came next.

At Zetwerk I spent a year and a half on manufacturing and procurement. I built a multi-agent platform that catches at-risk orders and plans their recovery, a supply-chain knowledge graph built from thousands of documents, and models that forecast EV battery health. Since January 2026 I've been at ZS, building agentic AI for clinical data standards, where every suggestion is reviewed by a person and every step is audited.

What I enjoy most is the hard part between a demo and production: grounding answers in evidence, adding guardrails and evaluation, and keeping people in charge of the decisions that matter. Next, I want to keep building agentic systems that hold up in real operations.

Away from the keyboard I play football, basketball and chess, go running, cook, and catch up on anime and web series.