Adi Polak is a Sr. Software Engineer and Developer Advocate in the Azure Engineering organization at Microsoft. Her work focuses on distributed systems, big data analysis, and scalable machine learning. In her advocacy work, she brings her vast industry research & engineering experience to bear in educating and helping teams design, architect, and build cost-effective software and infrastructure solutions that emphasize scalability, team expertise, and business goals. Adi is a frequent presenter at worldwide industry conferences, O’Reilly author, and technical instructor. When Adi isn’t building Machine Learning Pipelines or thinking up new software architecture, you can find her hiking and camping in nature.