Niels is the chief machine learning engineer at Union.ai. He is also a core maintainer of Flyte, an open source workflow orchestration tool; author of UnionML, an MLOps framework for machine learning microservices; and creator of Pandera, a statistical typing and data testing tool for scientific data containers. His mission is to help data science and machine learning practitioners be more productive.