I am managing Content Knowledge Graph team at Netflix where we apply deep learning techniques in NLP and CV to curate the best knowledge about entities in the entertainment world, which in turn is used in content/talent discovery and acquisition. We leverage state-of-the-art models but also develop our own technology whenever necessary. Prior to Netflix, I led data science teams as a group manager at Adobe Inc. where my teams provided AI/ML solutions to enterprises such as Nike and Disney. Prior to Adobe I worked as a senior machine learning engineer at Google where I applied AI/ML techniques to combat abuse and anomaly problems for highly impactful products such a AdWords and Google Play. Prior to Google, I worked as Software Architect at Synopsys Inc. where I applied algorithms and system design to solve simulation problems for semiconductor design and manufacturing.