In this podcast episode, David Xia and Avin Regmi dive into Spotify's groundbreaking Hendrix machine learning platform. They discuss what defines ML platforms, the architectural choices behind Hendrix, and the challenges of managing resources in a multi-tenant Kubernetes setup. As Spotify moves toward a unified ML solution, they share valuable insights on technology selections, user experience, and future improvements, all aiming to simplify infrastructure complexities so ML engineers can develop models more effortlessly.