Kubernetes, Resistance Is Futile

This talk details ING's multi-year journey migrating their Machine Learning Platform (MLP) to Kubernetes. It addresses the challenges of operating in a highly regulated banking environment and the complexities faced by data scientists deploying models. The presentation covers the limitations of a VM-based setup, the resistance encountered during the migration, and how various approaches and solutions, including personal open-source projects, ultimately paved the way for a successful transition to Kubernetes.