Tobias is a Ph.D. student at the Professorship of Business Analytics & Intelligent Systems at TUM School of Management, and associated with the DFG Research Training Group AdONE. Previously, he worked as a management consultant at McKinsey & Company. Tobias holds a Master of Science in Quantitative Finance from ETH and University of Zurich as well as a Bachelor of Science in Physics from ETH Zurich. His research focuses on the application of machine learning algorithms to electric, autonomous mobility on demand systems and their linkage with smart grids.
Besides academics, Tobias enjoys traveling, doing sports and reading.
- Machine learning, in particular deep reinforcement learning
- Control of electric, autonomous mobility on demand systems
- Smart grids and vehicle-to-grid