About
Building reliable data systems for applied AI.
I’m Siva Nekkanti, a data engineer focused on the infrastructure that helps teams move from raw data to dependable machine learning and AI product experiences.
Engineering Focus
My work centers on ML infrastructure, privacy engineering, and reliable data systems: the less flashy layers that decide whether intelligent products stay useful in the real world.
Product Interest
I’m interested in how LLM-powered products are designed, evaluated, and operated, especially where product quality depends on retrieval, data contracts, privacy, and system observability.
How I Like To Work
I care about systems that are understandable to the people who run them. That means clear ownership, boring reliability, useful metrics, and designs that leave room for change.