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MLOps at Volvo Cars

Posted Nov 03
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SPEAKER
Leonard Aukea
Leonard Aukea
Leonard Aukea
Head of Machine Learning Engineering & Operations @ Volvo Cars

Leonard is driving ML Engineering and Operations at Volvo Cars. He is responsible for defining the overall mission and strategy for ML Engineering and Operations, leading the build of reproducible ML systems. Leonard Aukea has spent most of his career as a Data Scientist/ML Engineer.

Leonard lives in Gothenburg, Sweden with his wife and two kids.

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Leonard is driving ML Engineering and Operations at Volvo Cars. He is responsible for defining the overall mission and strategy for ML Engineering and Operations, leading the build of reproducible ML systems. Leonard Aukea has spent most of his career as a Data Scientist/ML Engineer.

Leonard lives in Gothenburg, Sweden with his wife and two kids.

+ Read More
SUMMARY

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 introduces 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 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.

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