Cathy Chen

Books in this wiki: Reliable Machine Learning

Background

Engineer and ML systems practitioner. Co-author of Reliable Machine Learning (O'Reilly, 2022), which applies SRE principles to the full ML production lifecycle.

Core Positions

ML systems are production systems and must be operated with the same engineering discipline as any other distributed system, plus additional vigilance for ML-specific failure modes such as silent degradation from distribution shift.