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Herwin van Welbergen is a seasoned data scientist with extensive experience in machine learning and optimization. Currently serving as a Senior Data Scientist at OTTO GmbH & Co KG since September 2021, Herwin focuses on developing and maintaining machine learning methods for product ranking in search results. Prior experience includes a role as Senior Data Scientist at EOS Deutscher Inkasso-Dienst GmbH, where Herwin applied machine learning for debt collection processes, resulting in five operational products. Academic credentials include a PhD in Computer Science from the University of Twente, complemented by postdoctoral research and visiting researcher positions that emphasized user interface development and collaborative projects in virtual human interactions.