Building intelligent solutions where AI meets 3D visualization—20+ years evolving from creative coding to deep learning, always finding simple paths through complex technologies.

AI/ML:

• PyTorch, Lightning, Transformers, Torch Geometric
• Graph Neural Networks, Attention Mechanisms, MoE Architectures
• Local Inference: Ollama, llama.cpp, GGUF, 4-bit Quantization
• Computer Vision: OpenCV, Torchvision, 3D Deep Learning

Engineering:

• Python (since 2004) | C++ (since 2004) | CUDA | Rust (learning)
• Blender Python API | Unreal Engine | AR/VR
• FastAPI | Docker | Edge Deployment

• torch-relativistic: Physics-inspired neural network components
• pydeevo: Neural architecture search & hyperparameter optimization
• marimo-flow: Interactive ML notebooks with MLflow integration
• bpy-widget: Interactive Blender 3D viewport for notebooks
• illustris: Enhanced tools for cosmological simulation data

• qwen3-coder-30b: 256k context with tool support
• qwen3-coder-30b-1m: 1M token context variant
• gemma-3n: Edge-optimized with tool calling

Effekt-Etage (2022-2024): Pipeline Developer

• Unreal Engine C++ development for Adidas VR Studio & VW Streaming Configurator
• Python REST APIs & Unreal Engine scripting
• Full-stack development (TypeScript, Node.js, Vue.js)
• Docker containerization & virtual development environments

Volkswagen Group R&D (2008-2022): Technical Specialist → Lead

• Digital Twin & Visualization: Lead for Audi A8 Digital Twin, RTT DeltaGen expert
• VR/AR Development: Unity real-time visualizations, VR designer
• Systems & Tools: IC IDO, Autodesk VRED, 3ds Max - configuration & optimization
• Knowledge Transfer: Trained students, PhDs, and colleagues in immersive technologies
• Research Support: System calibration, study supervision, data pipeline development
• Project Management: Cross-departmental coordination, release management

Journey: 3D Artist → VR Designer → System Architect → Pipeline Developer → AI Engineer

Virtual-Pix (2007-2008): Digital Artist

• 3D animations & visual effects
• Transitioned from IT to creative technology

Multi Media BBS (2004-2007): IT System Kaufmann

• First programming: C++, Python via Blender 3D (Python API & Game Engine)
• Early game modding experience
• Foundation in both business IT and creative coding

Notable Projects:

• Adidas VR Virtual Photostudio (NVIDIA Feature)
• Volkswagen 3D Streaming Configurator

• Graph-based Code Understanding: Enhancing LLMs with structural code representations
• Extreme Context Windows: Practical applications of 1M+ token contexts
• Physics-Informed Neural Networks: Bridging physical laws with deep learning
• 3D Vision & Scientific Visualization: From cosmology to manufacturing

• AI Engineering Studies (Digethics, 2025)
• European Art Designer (EPZ/Virtual-Pix, 2008)
• IC.IDO Certifications (ICIDO GmbH, 2008-2009)
  • VDP Support (ITIL 2nd Level)
  • IDO:Package, Animation, Reflect, Explore, Flexible, Ergonomics
• Media Technology Specialization (Crestron, 2009)
• IT System Kaufmann (Multi Media BBS, 2004-2007)
• Self-taught developer since 2004 - started with Blender scripting
• Journey: IT → 3D Artist → VR Designer → System Architect → AI Engineer
• Core Principles:
  • "Simple solutions with new technologies"
  • "Code is truth" — no legacy, only modern APIs
  • Clean code advocate: KISS, explicit > implicit

💡 Featured Project

BPY Widget - Interactive Blender 3D viewport for Jupyter/Marimo notebooks
Real-time Eevee rendering with Python API access