Avinash Idnani is a Senior Engineering Manager at Rokt, where he leads the ML platform and real-time infrastructure group. His teams have built foundational systems including a bespoke feature store, deep learning pipelines, a custom model serving platform, and standardized Kubeflow-based training workflows—powering both ad decisioning and personalization at scale. Prior to Rokt, Avinash was a Tech Lead at Meta, where he worked on core initiatives in Ads Infrastructure, operating one of the world’s largest real-time distributed systems across Facebook, Instagram, and Messenger. He brings over 15 years of experience across ad tech, ML systems, and high-performance financial infrastructure.
