Paul Zimmerman is a Developer Advocate at Uber, working on the open-source Michelangelo AI machine learning platform. Before joining Uber, Paul led developer advocacy, community engagement, technical content, and open-source collaboration programs at Cisco. His work focuses on making complex platforms more approachable and helping technical audiences implement their ideas.
The real transformation begins when the ML lifecycle becomes declarative, observable, and recoverable. As Vara Bonthu described in a recent CNCF article, the great migration of AI workloads to Kubernetes is well ...