AI & Automation Expert | Full Stack Quality Engineer with over 20 years of experience in software development quality processes. I specialize in integrating cutting-edge AI technologies to enhance automation and efficiency, with 4+ years focused on enterprise AI development.
location: Germany 🇩🇪
languages: [German (Native), English (Fluent)]
current_focus:
- Automating AI processes for more efficient and effective outcomes
- Exploring innovative solutions in Machine Learning and Deep Learning
- Next-Gen AI Protocols (MCP, A2A)
- Enterprise LLM Integration
available_for:
- AI Strategy Consulting
- Quality Engineering Leadership
- Workshop & Training
- Enterprise AI Implementation🤖 AI & Machine Learning Expertise
- LLMs: GPT-4o, Claude 3.5, Gemini Pro, Llama 3, Mistral
- Frameworks: LangChain, LlamaIndex, Hugging Face, AutoGen
- Protocols: Model Context Protocol (MCP), Agent-to-Agent (A2A)
- Vector DBs: Pinecone, Weaviate, Elasticsearch, ChromaDB
- RAG Systems: 95%+ Accuracy, EU-compliant implementations
- Multi-Agent Orchestration
- Prompt Engineering & Fine-tuning
- NLP Pipeline Development (spaCy, NLTK)
- Computer Vision Integration
- Production-Grade AI Deployment
⚡ Quality Engineering Excellence
- Frameworks: Playwright, Cypress, Selenium, Puppeteer
- BDD: Cucumber, Gauge, Taiko
- Performance: JMeter, Gatling, K6
- Contract Testing: Pact.io, Spring Cloud Contract
- CI/CD: GitHub Actions, GitLab CI, Jenkins, ArgoCD
- Real-time Quality Dashboards (Grafana, Kibana)
- End-to-End Test Coverage (80%+ automation)
- Performance Monitoring & Analysis
- AI-Powered Test Generation
| Project | Description | Tech Stack | Impact |
|---|---|---|---|
| AI Email Automation | Enterprise email classification & processing with ML models | Python Azure Functions GPT-4 Graph API |
80% reduction in manual work |
| Quality Dashboard | Real-time quality monitoring across 10 test tools & 5 environments | Grafana Elasticsearch Python CI/CD |
Go/No-Go in minutes vs hours |
| 24/7 Legacy Migration Validator | Automated dual-run quality engineering system | Java Cucumber Kibana Elasticsearch |
Quality metrics: 30% → 96% |
| MCP & A2A Protocol Implementation | Next-gen AI interoperability protocols | TypeScript JSON-RPC LLMs SSE |
Enterprise-ready multi-agent AI |
| AI-Powered Test Automation | Guideline-based test generation from Jira stories | Python GPT-4 Playwright IDE Integration |
80% auto-generated tests |
| Enterprise AI Chatbot | RAG-based chatbot for trade fair interaction | Python GPT-4 Vector DB FastAPI |
95%+ accuracy |
| wecation | Collaborative experience planning platform | Flutter Google Cloud Firebase |
Live: wecation.de |
| AI Workshop Materials | Q&A bot development workshop | GPT-3.5 Streamlit Embeddings |
100+ developers trained |
| QualityCluster | Quality engineering community platform | Hugo JavaScript GitHub Actions |
Community-driven QE solutions |
- 🎯 Implemented Model Context Protocol (MCP) for enterprise AI integration
- 🚀 Developed Multi-Agent Orchestration system with 95% accuracy
- 📚 Conducted workshop: "AI Agent Development with MCP & A2A Protocols" (06/2025)
- 🏆 Achieved 80% test automation with AI-powered generation
- 💡 Published enterprise presentation on "Efficient Documentation through Automation"
- 🎓 Diplom-Informatiker (FH) - Fachhochschule Köln
- 🏆 ISTQB Certified Tester
- 🚀 20+ Years Quality Engineering Experience
- 🤖 4+ Years Enterprise AI Development
- 📊 100+ Enterprise Projects Delivered
Topics: MCP Protocol, Multi-Agent Systems, Playwright Automation, Production AI
- 📅 Date: June 2025
- 👥 Target: Developers, Tech Leads, DevOps Engineers
- 🎫 Registration: Contact me
Available for strategic consulting on:
- AI Strategy Development & Implementation
- Quality Engineering Transformation
- Process Automation & Optimization
- Team Training & Workshops
I love experimenting with new AI models and automation tools in my personal projects. Check out my repositories for:
- 🤖 AI/ML Experiments and Prototypes
- 🧪 Test Automation Frameworks
- 📊 Quality Engineering Tools
- 🚀 Process Automation Solutions
Passionate about learning and implementing new technologies in AI and automation. Regularly updating my skills through:
- Hands-on projects and prototypes
- Industry conferences and workshops
- Open source contributions
- Technical blog writing
I believe in the power of automation and AI to transform the way we work and live. Let's connect and explore how we can collaborate on innovative projects!
"Transforming business through AI-powered quality engineering - Let's build the future together!"