Control-, optimization- and machine learning engineer

1/2024 – 12/2024

- Model predictive control (MPC) for home automation solution development for Swiss start up
- Developed Linear programming, mixed integer linear programming and non-linear programming approaches
- Developed in casadi and cvxpy

Adaptive Regelung, Embedded Systems, Gebäudeautomation

3/2022 – 9/2023

- Research in the field of minimal degradation control for PEM fuel cell systems
- Model parameterization and validation based on test data and gradient free optimization
- Observer development using extended Kalman filter
- Model order reduction by applying balanced truncation methods
- Predictive control concept design for minimal degradation control of spatially distributed fuel cell model
- Tutor for Basics of control course

Brennstoffzelle, Adaptive Regelung, Regelungstechnik / Steuerungstechnik

9/2020 – 12/2021

- Research in the field of human-robot collaboration
- Development, simulation-based optimal human-robot task allocation
- Data analysis for predictive maintenance research project
- Writing of publications and support for research proposals

Forschung & Entwicklung, Industrielle Roboter, Python, Robotics