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Constantin Hubmann is a highly experienced professional in the field of robotics and autonomous systems, currently serving as Tech Lead Manager for Maneuver Planning and Learnable Behavior at Nuro since May 2022. Prior to this role, Constantin held positions as a Software Engineer in Robotics and Research Scientist at Toyota Research Institute, where significant contributions to decision making and motion planning under uncertainty were made. With a PhD from Karlsruhe Institute of Technology, a Master's Degree in Electrical Engineering from Technical University of Munich, and a Bachelor's Degree in Electrical Engineering from the same institution, Constantin has developed expertise in advanced planning techniques, state estimation, and implementation in C++ and Python. Additional experience includes algorithm development during a Master's Thesis at BMW Group and contributions to quantitative trading strategies at TU Investment Club e.V.