CV
Curriculum Vitae
Table of contents
Work
-
2020.01 - Present
Senior Expert 'Robust Scalable Perception'
Bosch Center for Artificial Intelligence (BCAI), Robert Bosch GmbH
Research on making Deep Learning Perception Safe by Model Auditing on Synthetic Sensor Data. As a Senior Expert, I provide technical leadership in deep learning related topics in Bosch Research and the broader Bosch group.
- Robustness of Deep Learning (Systematic Errors, Domain Shift, Adversarial Examples)
- Synthetic Image Generation
- Neural Architecture Search
-
2016.03 - 2019.12
Research Scientist
Bosch Center for Artificial Intelligence (BCAI), Robert Bosch GmbH
- Adversarial Examples
- Neural Architecture Search
-
2014.08 - 2016.01
Project Leader 'CASCADE'
Robotics Research Group, University of Bremen
Leading the subteam in Bremen of the EU project CASCADE
- Surgical Robotics
-
2013.01 - 2015.12
Team leader 'Sustained Learning'
Robotics Innovation Center, German Research Center for Artificial Intelligence (DFKI RIC, Bremen)
Leading a team of approximately 10 researchers focusing on robotic learning.
- Robot Learning
-
2009.11 - 2016.02
Research Assistant
Robotics Research Group, University of Bremen
- Reinforcement Learning
- Robot Learning
- Bayesian Optimization
-
2007.07 - 2009.10
Researcher
Robotics Innovation Center, German Research Center for Artificial Intelligence (DFKI RIC, Bremen)
- Brain-Computer Interfaces
- Robot Learning
-
2006.09 - 2007.06
Volunteer
-
2022.01 - 2022.12
-
2022.01 - 2022.12
-
2022 - Present
-
2021.01 - 2021.12
-
2021.01 - 2021.12
-
2020.01 - 2020.12
-
2016.01 - Present
-
2016 - Present
Education
-
2009.11 - 2014.02 -
2001.10 - 2006.08
Awards
-
2004
Scholarship (2004 - 2006)
Studienstiftung des Deutschen Volkes (German National Academic Foundation)
Languages
German | |
Native speaker |
English | |
Fluent |
Spanish | |
Basic |
French | |
Basic |