Simon Kneller

How MLOps Practices Speed Up the Development of Condition Monitoring Services at KSB SE & Co. KgaA


Sunday, November 17, 2024


On demand


At KSB SE & Co. KGaA, the number of productive ML-models increased with the growing customer base of its digital product KSB Guard. As a result, the need for a clear separation of responsibilities between data scientists and operations increased. In particular, the further development of already productive models became a pain point. In this talk I want to present a service architecture that promotes seamless collaboration between data science and operations teams.

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