Speaker: Sudeep Das
Head of Machine Learning and Artificial Intelligence, New Business Verticals @DoorDash, Previously Machine Learning Lead @Netflix, 15+ Years in Machine Learning
Sudeep Das is the Head of Machine Learning and Artificial Intelligence, New Business Verticals, at DoorDash, leading Personalization, Search, and Product Catalog, and Fulfillment & Inventory related ML applications within the New Verticals. He was previously a Machine Learning Lead at Netflix, where his main focus was on developing the next generation of machine learning algorithms to drive the personalization, discovery and search experience in the product. Sudeep has had more than fifteen years of experience in machine learning applied to both large scale scientific problems, as well as in the industry. He is a frequent speaker at RecSys, SIGIR, ICML, ReWork, MLConf, Nordic Media Conference, and other machine learning conferences. He holds a PhD in Astrophysics from Princeton University.
Session
Dynamic Moments: Weaving LLMs into Deep Personalization at DoorDash
In this talk, we’ll walk through how DoorDash is redefining personalization by tightly integrating cutting-edge large language models (LLMs) with deep learning architectures such as Two-Tower Embeddings (TTE) and Multi-Task Multi-Label (MTML) models.
