Stuttgart, Baden-Württemberg, Germany
Bridging AI research and automotive product development, from neural network-based vehicle simulation to apps deployed in the car. Focused on generative AI for content and UX, RAG-based knowledge systems, and turning proof-of-concepts into series features. Building and deploying full applications for in-vehicle usage entirely through AI agents. Equally comfortable orchestrating agentic development pipelines, shaping AI strategy for an R&D organization, and presenting innovation concepts to senior leadership.
- Driving innovations from concept to series production for next-generation customer experiences in the vehicle - Building full in-vehicle applications through AI agents, deployed on Android containers - Contributing to the strategic AI targets for R&D, including generative AI and agentic frameworks - Creating scalable generative AI pipelines for image, video, and content production (Stable Diffusion, ComfyUI, RAG systems)
- Defined and executed the AI strategy for R&D, built a cross-functional AI community across the departments - Implemented proof-of-concepts for technology evaluation including computer vision, object detection, and projection - Pushed a projection system from early prototype to series readiness - Strengthened NVH method development at center level through ML-based approaches and cultural change
- Approximated full vehicle NVH behavior using neural networks trained on time-series and frequency-domain data - Built Python-based data processing pipelines to extract vehicle transfer models with artificial neural networks - Research conducted in collaboration with Technical University of Munich
- Represented the NVH department towards customers in the high performance segment (>700Nm) - Planned, executed and evaluated NVH vehicle tests with focus on suspension and powertrain
- Supported NVH project management for the technical specification of the S-Class (series 223) - Planned, executed, and evaluated vehicle-level NVH tests focused on steering and suspension
- Developed a redundancy based noise test procedure for simultaneous component testing of transmissions - Created a VBA based software for automated evaluation of test data
- Created a test concept for the electrical and thermal testing of an electric propelled vehicle - Procured and integrated the measurement equipment - Executed the test runs on a climatic chassis dynamometer - Evaluated the test data