About
I’m Saran, a data engineer working on production data pipelines for enterprise clients. Outside of that, I build verifiable environments and evals for applied AI and RL, mostly using clinical data (MIMIC-IV, FHIR).
This blog is where that work lives: eval harnesses, RL environments, and deep dives into transformer internals or papers I’m working through.