David Koll

David is a Senior Data Scientist actively shaping the digital transformation at Continental with AI. While experienced in supply chain topics he is currently focused on the implementation of AI projects in the area of Industry 4.0. David is a Computer Scientist by education, obtaining his PhD from the University of Göttingen in Computer Science in 2015 after research visits to the Universities of Oregon (USA), Uppsala (Sweden) and Fudan (China).

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Presentation

AI on the manufacturing edge

While Advanced Analytics and AI are already present in many areas at Continental, one focus topic is bringing these advanced technologies into our manufacturing processes. One major challenge here is to provision AI models that need to run on the shopfloor and therefore on the network edge due to latency constraints. In this talk we show how we facilitate such deployments on an exemplary use case predicting scrap in the extrusion process.