Summary
Shivam Agarwal is a Technical Lead with 10 years of experience building and scaling ranking and personalization systems for Instagram Ads at Meta, where he leads a team of 10+ engineers focused on ads supply personalization, long-term revenue-aware ranking, and ads quality. He combines strong research pedigree—an MS from Princeton with a thesis that used deep RNNs and classic ML to classify over 10 million URLs with >99% CV accuracy—with production experience in low-latency trading systems and mobile streaming. Shivam’s work sits at the intersection of machine learning, large-scale ranking, and product metrics, delivering measurable gains like revenue improvements and reduced poor ad experiences. Based in Fremont, CA, he’s known for translating nuanced tradeoffs (user sentiment vs. short-term revenue) into deployable ranking value functions and for bringing rigorous evaluation into ad-quality modeling.
10 years of coding experience
1 year of employment as a software developer
Indian Institute of Technology Bombay
Master of Science - MS, Computer Science, 4.0/4.0, Master of Science - MS, Computer Science, 4.0/4.0 at Princeton University