Sascha Kirch
Sascha Kirch
Deep Learning Engineer | Generative AI & Multi-Sensor Perception | Production Optimization
Translating cutting-edge AI research into production-grade systems. Expert in generative AI, foundation models, and multi-sensor perception, with hardware-to-AI background enabling deep systems understanding for performance optimization.
Technical Focus
3D Reconstruction & Spatial Computing
Depth estimation, 3D Gaussian splatting, volumetric video, novel view synthesis
Multi-Modal Perception & Sensor Fusion
Real-time systems processing camera, LiDAR, radar for autonomous driving
Generative Models
Diffusion models, flow matching, state space architectures (Mamba), GANs
Production AI Systems
Research to deployment—profiling, quantization, optimization for real-time constraints