Explored and analyzed the process of creating Machine Learning pipelines on multiple public clouds on Kubernetes clusters using Kubeflow. Created an end-to-end image recognition model pipeline with an inference API and hosted a seminar on ML DevOps. Hosted a seminar on the intersection of ML with DevOps (MLOPS) for the Capstone.