ML model monitoring
Eng Blog Post
May 20, 2021
Kornel and I wrote about our team’s work on “Maintaining Machine Learning Model Accuracy Through Monitoring” on the DoorDash Engineering blog:
Maintaining Machine Learning Model Accuracy Through Monitoring - DoorDash Engineering Blog
Machine learning model drift occurs as data changes, but a robust monitoring system helps maintain integrity.

Talk
Jul 23, 2021
I presented at Fifth Elephant MLOps conference on behalf of the Machine Learning Platform team at DoorDash:
Member discussion