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), Russian, Hebrew]
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: Claude (primary — Claude Code with Skills, Hooks & MCP), Google Gemini, OpenAI GPT
- Frameworks: LangChain, Hugging Face, custom MCP servers
- 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 | Status |
|---|---|---|---|
| Live CV Agent (A2A) | Self-hosted representative agent answering my CV — free/busy calendar, meeting intake under human approval | Claude Code A2A JSON-RPC SSE |
Live: mboiman.github.io |
| AI Context Orchestrator | Multi-repo orchestration hub — 20+ repos, 40+ Claude Code skills, hook-based permission system | Claude Code Python YAML GitHub Actions |
In daily production use |
| E-Invoicing Platform | Peppol/EN 16931 pipeline (XRechnung, ZUGFeRD, UBL) with ERP coupling | Python Azure Functions Peppol SAP |
Live operations |
| AI Email Automation | Enterprise email classification & processing | Python Azure Functions LLMs Graph API |
In production |
| 24/7 Legacy Migration Validator | Automated dual-run quality engineering for a mainframe price calculation | Java Cucumber Kibana Elasticsearch |
Migration completed safely |
| 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 LLMs Playwright |
AI-generated test suites |
| wecation | Collaborative experience planning platform | Flutter Google Cloud Firebase |
Live: wecation.de |
| QualityCluster | Quality engineering community platform | Hugo JavaScript GitHub Actions |
Community-driven QE solutions |
- 🤖 Put a representative A2A agent live on my CV — grounded, human-gated meeting intake
- 🎯 Implemented Model Context Protocol (MCP) servers for enterprise AI integration
- 🚀 Built a multi-agent orchestration hub running daily across 20+ repositories
- 📚 Conducted workshop: "AI Agent Development with MCP & A2A Protocols" (06/2025)
- 🎓 Guest speaker at TU Darmstadt — hands-on AI practice for technical audiences
- 🎓 Diplom-Informatiker (FH) - Fachhochschule Köln
- 🏆 ISTQB Certified Tester
- 🚀 20+ Years Quality Engineering Experience
- 🤖 4+ Years Enterprise AI Development
Topics: MCP Protocol, Multi-Agent Systems, Playwright Automation, Production AI — Claude Code as primary stack
- 👥 Target: Developers, Tech Leads, DevOps Engineers
- 🎫 Booking: 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!"