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....
Data Science & Machine Learning
Personalized Cuisine Filter
The consumer shopping experience is a key focus area at DoorDash. We want to provide consumers an enjoyable shopping experience by providing the right...
Cluster Robust Standard Error in Switchback Experiments
Within the dispatch team of DoorDash, we are making decisions and iterations every day ranging from business strategies, products, machine learning algorithms, to optimizations....
Experiment Rigor for Switchback Experiment Analysis
At DoorDash, we believe in learning from our marketplace of Consumers, Dashers, and Merchants and thus rely heavily on experimentation to make the data-driven...