Experience
Postdoctoral Researcher
- Foundation Models for Dynamical Systems: Researching transformer-based foundation models pretrained on synthetic data for prediction and control of dynamical systems. Funded by the JUPITER AI Factory (JAIF), part of the EuroHPC initiative.
- Student Supervision: Supervision of bachelor and master student thesis, as well as guidance of doctoral students.
- eXplainable Artificial Intelligence Research: Specialized in global explainability methods (concept extraction) for deep neural networks.
Funded by: JAIF | Research: Foundation Models for Dynamical Systems | XAI
Scientific Researcher and Doctoral Student
- Lecturer: Lecturer on the subject “Learning-based Control Seminar”.
- Student Supervision: Supervision of bachelor and master student thesis.
- eXplainable Artificial Intelligence Research: Specialized in global explainability methods (concept extraction) for deep neural networks.
- Organization of Seminar series: Organization of the Research Seminar on AI (RSAI).
- Excellence cluster: Co-lead of the AI expert group at the excellence cluster “Internet of Production”.
Funded by: Internet of Production (IoP) | Research: XAI
Scientific Researcher
- Lecturer: Lecturer on the subject “Artificial Intelligence and Data Analytics for Engineers”.
- Student Supervision: Supervision of bachelor and master student thesis.
- Applied Artificial Intelligence Research: Specialized in the application of neural networks to high-dimensional data scenarios.
Funded by: QUISS | Research: Applied AI
Technology Analyst
- Research and Development: Focused on AI and IoT solutions in the protein production industry. Specialized in the development and testing of both IoT devices and cloud based AI services.
- Conference Speaker: Delivered presentations on emerging technologies and data-driven decision-making processes.
Part-time Lecturer
- Teaching: Lecturer on the “Mechatronics Design” lecture for 8th semester undergraduate students.