LyftLearn: ML Model Training Infrastructure built on KubernetesAuthors: Vinay Kakade, Shiraz Zaman IntroductionIn a previous blog post, we discussed the architecture of Feature Service, which manages Machine Learning (ML) feature storage and access at Lyft. In this post, we’ll discuss the architecture of LyftLearn, a system built on Kubernetes, which manages ML model training as well as batch predictions. ML forms the backbone of the Lyft app and is used in d
