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.

DoorDash Engineering BlogSwaroop Chitlur

Talk

Jul 23, 2021

I presented at Fifth Elephant MLOps conference on behalf of the Machine Learning Platform team at DoorDash:

For video, see https://hasgeek.com/fifthelephant/mlops-conference-july-2021/sub/maintaining-machine-learning-model-accuracy-throug-YPGFq3zN62YD6kuQNNq8gX