Portfolio
Selected highlights from 25+ years in software engineering, AI, and technical leadership.
AI & Machine Learning
MLOps Pipeline — End to End
Implemented a complete MLOps pipeline with automated training, testing, and qualification processes for production ML systems at LPKF Laser & Electronics.
Tech: PyTorch, FasterRCNN, Nvidia Triton, MLOps
Real-Time Signal Optimization
Reduced phototoxic exposure in microscopy by optimizing real-time signal control — cutting exposure time from ~200ms to ~1ms (factor 200x improvement).
Tech: Real-time systems, Signal processing, Performance optimization
Architecture Modernization
Led the migration from a monolithic PC architecture to distributed, GPU-optimized systems based on Nvidia Triton — supporting both Jetson edge devices and cloud instances.
Tech: Nvidia Triton, Jetson Edge, Cloud, Docker, Distributed Systems
AI-Assisted Development
Established AI-powered development methods (LLM tools, AI Copilot) within an engineering team to boost development productivity and code quality.
Tech: LLMs, Claude Code, MCP Servers, AI Copilot
Leadership & Transformation
Agile Systems Engineering
Introduced fully agile, integrated systems engineering across four disciplines: mechanical engineering, process development, software, and machine learning.
Context: LPKF — Life science automation platform
Developer Community (40+ members)
Built and established an enterprise-wide developer community at VHV Group (40+ developers) with regular workshops and community meetings for knowledge sharing.
Context: VHV Solutions — goDigital.Komposit program
CEO & Company Leadership
As sole managing director of Beeware GmbH, led an 11-person team across software development, marketing, sales, and support — with full P&L responsibility. Developed a Smart Maintenance software platform.
Context: Beeware GmbH — Stoebich Group
CI/CD & DevSecOps
Drove CI/CD optimization with a shift-left mindset — establishing static code analysis in PR reviews, vulnerability management (DevSecOps), and automated load & stress tests as organizational standards.
Context: VHV Solutions — Jenkins, Bitbucket, Artifactory
Testimonials
Coming soon — I’m currently reaching out to former colleagues and clients for testimonials. If we’ve worked together and you’d like to share your experience, please get in touch.
Interested in working together? Let’s talk about your project.