Research scientist and project lead at ZSW. I build AI systems that forecast wind and solar power, monitor biodiversity, and keep protected birds safe around wind turbines.
Five connected fields — from protecting birds around wind turbines to agentic AI that automates research itself.
AI-based sensor and robotics platform for real-time bird and bat detection — toward the first validated anti-collision system made in Germany.
Open field page
Forecasting
Deep-learning forecasts for wind power and applied AI in turbine contexts.
Open field page Energy storageAI-supported analysis of experimental data and electrode manufacturing.
Open field page HardwareFrom anti-collision systems toward multi-robot agent systems in the field.
Open field page AutomationAgent systems that make research workflows structured, repeatable, and scalable.
Open field page Side projectsCode, dashboards, and useful systems at the intersection of research and practice.
See projects On stagePresentations, workshops, and moments where research becomes public.
See talksWith a degree in electrical engineering and information technology, I contributed to industry projects with Siemens, Bosch, and Daimler — focusing on driver assistance systems and fully autonomous driving.
Today I’m part of the AI Competence Team at the Center for Solar Energy and Hydrogen Research (ZSW): AI models for wind and photovoltaic forecasting, digital twins for quality assurance, and optimized electrode manufacturing in battery research.
The most rewarding part: leading the BirdRecorder project — an AI-powered anti-collision system combining mechatronics, robotics, and computer vision to protect birds of prey around wind turbines.
Coordinating development and testing of modular systems to improve bird and bat safety around wind turbines — toward the first validated anti-collision system made in Germany.
Computer vision, sensor systems, multi-object tracking, and ROS2 for autonomous flight robotics.
Wind, PV, and hydro forecasting with deep learning; image recognition for renewable energy; species protection R&D.
Semantic image segmentation for urban automated driving; domain adaptation through style transfer.
Environment perception for self-driving cars; digital testing of AD functions.
eBike rider system identification at Bosch; autonomous robot shuttle and web interfaces at Siemens.
Whether it’s research collaboration, a talk, or an unconventional idea — I’m happy to hear from you.
Contact me