Use case in production
zflow: An orchestration platform for building Machine Learning workflows
Software Engineer, Zalando
Julia Miller's experience in Software Development is pretty diverse: started as a Business Analyst, 3 years as a Product Manager, the last two as a Software Engineer. Currently, Julia is part of the Machine Learning Orchestration team at Zalando.
Maintaining a consistent machine learning orchestration workflow across different teams can be a difficult task. This talk presents zflow, the Zalando machine learning orchestration library, with a focus on it's history, challenges and drive to remain compliant with internal processes.