Use case in production
Machine Learning workflows in production
Senior Software Engineer, Zalando
Krzysztof Szafanek is a seasoned engineer with over 15 years of professional experience in building software in industries such as pharma, gaming and online retail. At Zalando he supports Machine Learning practitioners as an ML Platform engineer.
Transforming a notebook with a promising experiment into a production pipeline with big data inputs and internet-scale traffic remains a major engineering challenge. This talk presents an architecture and tooling developed by Zalando's ML Platform team to make the process of going live faster and easier.