Insight & Engineering
for Intelligent Systems
Yes, IE – but the intelligent kind 😉
Bridging cutting-edge academic research with real-world industrial deployment — Prof. Dr.-Ing. Markus Hahn
What We Do
Transforming complex AI and perception technologies into deployable solutions
Edge AI & Scene Understanding
Intelligence at the sensor level — model optimization, hardware selection, privacy-preserving on-device AI.
Automotive Radar & Sensor Fusion
Deep expertise from signal processing to high-level scene understanding. Radar + Camera + Lidar fusion architectures.
ADAS Function Development
Series-proven safety functions — Emergency Braking, Evasion Assist, Minimum Risk Maneuver. From concept to ASIL-B production.
Robotics & SLAM
Localization and mapping for challenging environments — from research prototypes to production deployments.
EU AI Act & Regulatory
Navigate AI regulation with confidence — risk classification, compliance strategy, and technical documentation for the EU AI Act.
Innovation, Startups & Funding
Design Thinking, patent writing, startup advisory, and funding applications — BMFTR, ZIM, EXIST and more.
Experience
Productions
Applications
Vehicles
Publications
Trained
Featured Work
MIKE Project
Mehr Inklusion durch smarte KI auf Endgeräten — Edge AI for accessibility in collaboration with Lebenshilfe Donau-Iller e.V.
RadarScenes
A real-world radar point cloud dataset for automotive applications — widely adopted in autonomous driving research worldwide.
Firefighter Navigation
Radar-based SLAM for first responders operating in near-zero visibility — enabling reliable indoor navigation through dense smoke and fog.
AI Literacy & Regulation
Continuing education programs on local/edge AI, EU AI Act compliance, AI ethics, and inclusive AI design — delivered to practitioners across industry and public sector.
Ready to Work Together?
Whether consulting, workshops, or research collaboration — let's discuss how HAHN-ie can help your project.
Get in Touch