Saran Teja Mallela

I built greenlight, a fail-closed prior authorization agent, in seven hours at my first hackathon.

I move data through pipelines for a living.

One clinical extraction environment, built once and reused three ways, as an evaluation suite, an RL reward signal, and a governance instrument.

Bellman as a fixed-point computation, watching behavioral cloning fail on schedule, and why REINFORCE is the ancestor of everything in modern post-training.

My first Apache Airflow PR fixed a silent data-loss bug in the Snowflake provider.