Summary
Varun Ramani is a software engineer with 10 years of experience building production ML and systems software, currently working on AWS S3 where he’s delivered RAG-powered operational tooling, automated monitoring thresholding, and high-performance data processing improvements. He blends low-level embedded work—designing shared-memory comms for satellite processors and debugging subtle alignment bugs—with applied ML research, having improved IMU motion tracking and prototyped early agent-style code generation. Varun favors ownership and depth, shipping cross-stack solutions from Rust and C++ firmware to Python microservices and React frontends, and he has a track record of converting legacy systems into modern, testable infrastructure. Notably, his grad work replaced RNNs with transformers to speed training fivefold and anticipated iterative LLM-driven developer workflows before agents became mainstream. Based in Plainsboro, NJ, he holds BS/MS degrees from the University of Maryland (GPA 3.9) and enjoys roles at the intersection of systems and machine learning.
10 years of coding experience
3 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at University of Maryland
West Windsor-Plainsboro High School North
Tamil, English, Spanish