DoorDash Technical Meetup Event: Powering DoorDash's Marketplace with ML скачать в хорошем качестве

DoorDash Technical Meetup Event: Powering DoorDash's Marketplace with ML

Bringing every local economy’s best food options to every consumer reliably in a personalized and data driven way, is no easy task. This event will explore the technical and ML powered aspects of the DoorDash home page and look at specific problems we tackle related to personalization, categorization, reliability and more. This will also be a great opportunity to learn more about how the team is expanding in the Marketing ML area. Agenda: (all times are in Pacific time) 00:00:00 Welcome and Introductions - Gisselle Xie 00:04:06 Keynote talk: The Challenges of Optimizing our Marketplace Platform- By Nishan Subedi Lightning Talks: 00:17:20 Homepage Recommendation with Exploitation and Exploration- By Yu Zhang 00:27:36 Taming Content Discovery Scaling Challenges with Hexagons and Elasticsearch - By Ujjwal Gulech 00:34:53 Augmenting Fuzzy Matching with Human Review to Maximize Precision and Recall by Robert Kaspar 00:44:24 Q&A Moderated by Gisselle Xie