Building and Using an MLOps Stack with ZenML // Hamza Tahir // MLOps Meetup #92

MLOps Community Meetup #92! Last Wednesday we talked to Hamza Tahir, Building and Using an MLOps Stack with ZenML co-hosted by Ben Epstein. //Abstract Ever wanted to build an MLOps stack that lets you set up a pipeline with scheduled orchestration, drift detection, and automatic metadata tracking for reproducibility? In this talk, Hamza will create a real-world example of a reproducible ML pipeline using ZenML, and showcase how ZenML helps you deploy the pipeline using your favorite tools such as MLFlow, Kubeflow, Evidently, and more. // Bio Hamza Tahir is a software developer turned ML engineer. An indie hacker by heart, he loves ideating, implementing, and launching data-driven products. His previous projects include PicHance, Scrilys, BudgetML, and you-tldr. Based on his learnings from deploying ML in production for predictive maintenance use-cases in his previous startup, he co-created ZenML, an open-source MLOps framework to create reproducible ML pipelines.