Applied AI for Enterprise Engineering
Researched and prototyped applied AI systems combining LLMs, knowledge graphs, and retrieval-augmented pipelines to tackle complex engineering challenges at enterprise scale.
Siemens
01
Selected work
The Coldplay App
Engineered production XR features for the Music of the Spheres World Tour app — 1M+ downloads on iOS & Android, using Unity as a Library embedded in native mobile.
Coldplay / SAP (Hays)
Onion-Hash: 3D Perceptual Hashing
Invented a rotation- and scale-resistant 3D hash for tamper-proof asset authentication — +25.6% detection over prior art.
Siemens / University of Passau
Exergames Platform
Co-founded a TUM-backed medtech startup; built real-time skeletal tracking and biofeedback pipelines clinically deployed at German Heart Center Munich and Schön Klinik.
UnternehmerTUM
02
Research & patents
Onion-Hash: A Compact and Robust 3D Perceptual Hash for Asset Authentication
Computer-Aided Design Journal (CAD), Elsevier
Industrial Metaverse for Smart Manufacturing: Ecosystem Architecture and Applications
Future of Information and Communication Conference (FICC) 2025 · Lecture Notes in Networks and Systems (Springer)
Exergames and Biofeedback
German Heart Center and TUM
Multisensor Platforms for Medical Diagnostics
German Heart Center
03
Background
PhD in Computer Science (summa cum laude)
Distributed Information Systems · University of Passau
Skydeck Batch 15
Startup Accelerator · University of California, Berkeley
Master of Science
Media Informatics · Ludwig-Maximilians University, Munich
Bachelor of Science
Media Informatics · Ludwig-Maximilians University, Munich
04
Availability
Currently taking on freelance contracts, and open to senior engineering and tech-lead roles. Email reaches me fastest.
- Engagement
- Freelance contract, direct or through an agency
- Also open to
- Senior engineer · tech lead · applied R&D
- Working from
- Munich · remote across the EU, on-site where it helps
- Languages
- German · English
Worked with
