After spending most of his career as a full-stack Data Scientist/ML Engineer, Leonard has shifted focus towards MLOps. Leonard is currently driving machine learning engineering and operations at Volvo Cars. In particular, how to effectively reap its benefits at an enterprise scale.
Leonard will introduce Volvo Cars ML stack and related work focused on stitching these services together in order to reduce friction in the ML value stream. Furthermore, we will discuss some learnings along the way and general thoughts around what it takes to lay a solid ML foundation in a company like Volvo Cars.