Matthias Poloczek is a Principal Scientist at Amazon with over 10 years of experience in machine learning and optimization. They have a track record of collaborating on high-profile projects and leading interdisciplinary teams in areas such as marketplace optimization and online advertising. Matthias previously served as an Assistant Professor at the University of Arizona, where they focused on algorithms at the intersection of machine learning and optimization, and contributed to significant research published in top-tier venues. Their expertise includes Bayesian optimization, reinforcement learning, and ML Ops, having made a notable impact on operational excellence initiatives at Amazon. Matthias holds a PhD in Computer Science from Goethe University, where they graduated summa cum laude.
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