Services
Technical Consulting
Edge AI & Sensor Intelligence
Expert guidance on deploying AI at the edge for automotive, IoT, robotics, and embedded systems.
We help with:
- Model optimization (quantization, pruning, distillation)
- Hardware selection (MCU, GPU, specialized accelerators)
- System architecture for edge deployments
- Privacy-preserving AI design
- Real-time performance optimization
Automotive Radar & Sensor Fusion
Deep expertise in radar perception, from signal processing to high-level scene understanding.
Topics:
- Radar data processing pipelines
- Deep learning for radar classification and detection
- Multi-sensor fusion architectures (Radar + Camera + Lidar)
- Performance validation and testing
- SLAM and localization systems
Software Engineering & Architecture
Proven approaches for reliable, maintainable embedded and distributed systems.
Topics:
- Software architectures for AI systems
- Embedded systems development (C/C++/Rust)
- Distributed algorithms and middleware
- Code quality and safety standards (ISO 26262, MISRA)
Innovation Workshops
Design Thinking Sessions
Structured innovation methodology for identifying opportunities and developing solutions.
Format:
- Half-day or full-day workshops
- 5-15 participants
- Problem definition → Ideation → Prototyping
- Practical, hands-on approach with real outcomes
Ideal for: Product teams, R&D departments, innovation initiatives
Patent Writing Workshops
Learn to identify patentable innovations and write effective invention disclosures (Erfindungsmeldungen).
What participants learn:
- Recognizing patentable innovations in your work
- Structuring invention disclosures effectively
- Technical writing for patents
- Each participant writes a complete Erfindungsmeldung
Format: Full-day workshop, max 12 participants
Outcome: Every participant completes at least one invention disclosure
Technical Training
C/C++/Rust Programming
- Systems programming fundamentals
- Memory management and performance
- Comparative analysis of languages
- Real-world embedded applications
Software Engineering Best Practices
- Clean code principles
- Testing strategies and automation
- Documentation approaches
- Version control workflows (Git)
AI/ML for Engineers
- Practical introduction to machine learning
- Model deployment on edge devices
- Performance optimization techniques
- Integration with existing systems
Research Collaboration
Partner with us on cutting-edge projects in:
- Edge AI and on-device learning
- Automotive perception and sensor fusion
- Radar signal processing and scene understanding
- Robotics and SLAM systems
- Privacy-preserving AI systems
- Accessible technology (AI for inclusivity)
Current collaborations:
- MIKE project (BMBF-funded, Edge AI for accessibility)
- Industry partners in automotive sector
- EU research initiatives
Interested in collaborating? Contact us →
Engagement Models
Consulting Projects
- Short-term advisory (1-5 days)
- Project-based consulting (1-6 months)
- Ongoing advisory relationships
Workshops
- Single workshops (half-day to 2 days)
- Workshop series (3-6 sessions)
- Custom formats for your organization
Research Partnerships
- Joint research projects
- Co-supervised PhD/Master theses
- Industry-academia collaborations
- Public funding applications (BMBF, EU, etc.)
Why HAHN-ie?
Industry + Academic Excellence: 15 years in automotive (ex-Bosch, ex-Daimler, ex-Continental) combined with leading-edge academic research at Ulm University of Applied Sciences.
Hands-On Approach: Practical solutions grounded in real-world deployment experience, not just theory.
Proven Track Record: 50+ publications, 4 supervised PhDs, multiple best paper awards, RadarScenes dataset widely adopted.
Broad & Deep Expertise: From low-level signal processing to high-level system architecture. From hardware to software. From research to production.
Bridge Research & Practice: We translate academic advances into deployable solutions and bring industry problems into research focus.
Ready to discuss your project? Get in touch →