Activities at FHNW
Research assistant in the Cybernetic Learning Systems (CLS) research group
Profile
Academic education:
- M.Sc. in Engineering (MSE) (2020 - 2023)
- B.Sc. in Aviation (2017 - 2020)
Professional competencies:
- Development of reinforcement learning (RL) algorithms for applied problems
- Development of machine learning and RL pipelines
- Process development and optimization through the application of AI algorithms in the field of aviation and safety critical systems
- Human - AI Teaming / Co-learning
Research
- Reinforcement Learning in angewandten Problemstellungen
- Human-AI Teaming und Co-learning
- Causal AI
- Physics-Informed Machine Learning
- Symbolic Regression
Projects
- BrAIght: human-centred AI for efficient operations (Swissport International AG)
- Reinforcement learning for heat pump control (Heim AG Heizsysteme)
- Meta-Router: Multimodal and Barrier-Free Routing Solutions (SBB)
- Modelling the propagation of aircraft noise using physics-informed ML algorithms (n-Sphere, Switzerland Innovation Park Biel/Bienne)
Social Media
- Persönliche Webseite unserer Forschungsgruppe