DoorDash’s ML Platform – The Beginning
DoorDash uses Machine Learning (ML) at various places like inputs to Dasher Assignment Optimization, balancing Supply & Demand, Fraud prediction, Search Ranking, Menu classification,...
Data Science & Machine Learning
Supercharging DoorDash’s marketplace decision-making with real-time knowledge
DoorDash is a dynamic logistics marketplace that serves three groups of customers: Merchant partners who prepare food or other deliverables, Dashers who carry the...
Next-Generation Optimization for Dasher Dispatch at DoorDash
At DoorDash, our logistics team focuses on efficiently fulfilling deliveries at high quality. Our dasher dispatch system is a part of our logistics platform...
Organizing Machine Learning: Every Flavor Welcome!
DoorDash’s principles and processes for democratizing Machine Learning Six months ago I joined DoorDash as their first Head of Data Science and Machine Learning....