Use case in production

Machine Learning workflows in production

Krzysztof Szafranek

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.

Krzysztof Szafranek
Krzysztof Szafranek
Session description

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.