Metaflow

Metaflow is an open-source framework that was initially created at Netflix, designed to facilitate the construction and management of real-world machine learning, artificial intelligence, and data science projects. It empowers data scientists and ML/AI engineers to create, troubleshoot, and implement workflows using straightforward Python code, while taking advantage of cloud capabilities for enhanced scalability in computation and data accessibility. Metaflow works harmoniously with current systems, ensuring compliance with security and data governance standards, and supports deployment across platforms such as AWS, Azure, Google Cloud, and Kubernetes.

Engineering