I'm a Senior AI Engineer with expertise in 3D/2D perception systems for autonomous vehicles. My research and engineering work focuses on developing robust computer vision and sensor fusion solutions for complex real-world environments.
With a PhD in Machine Learning and Computer Vision, I combine theoretical research with practical implementation to create production-grade AI systems. My work spans depth estimation, 3D object detection, multi-modal fusion, and optimized model deployment.
Currently at Bosch in Stuttgart, I develop advanced perception systems for autonomous driving and ADAS applications, focusing on safety-critical applications and performance optimization.
- 3D Computer Vision and Point Cloud Processing
- Multi-modal Sensor Fusion (Camera, LiDAR, Radar)
- Geometric Deep Learning
- Vision Language Models
- Domain Adaptation and Transfer Learning
- SLAM and Visual-Inertial Odometry
- System Integration
- Model Optimization and Deployment