AI Solution Architect & Engineer · Senior Full-Stack Developer
I build production-ready AI-enabled software at the intersection of full-stack engineering, web platforms, business processes, and practical AI integration.
My focus is on turning AI capabilities into systems that work beyond demos: LLM-based workflows, RAG architectures, agent-based systems, MCP integrations, AI-assisted software delivery, workflow automation, and GDPR-conscious AI solutions.
At the same time, I bring more than 15 years of experience delivering complex web platforms and custom software end to end — from discovery and architecture through implementation, project management, quality assurance, deployment, operations, and continuous improvement.
- AI integration into existing products and business processes
- RAG architectures and LLM-based workflows
- AI agents and agent-based systems
- Model Context Protocol (MCP)
- Human-in-the-loop workflows
- AI-assisted and agentic software engineering
- Workflow and process automation
- GDPR-conscious and data-sovereign AI architectures
- Technical discovery and solution design
- Rapid proof-of-concepts and domain onboarding itty.
I combine hands-on engineering with end-to-end software ownership.
For more than 15 years, I have been responsible for complex web platforms and custom software across the complete lifecycle:
- technical discovery and requirements engineering
- solution and software architecture
- implementation
- technical decision-making
- coordination and mentoring of developers
- code review and quality assurance
- CI/CD and deployment
- operations and maintenance
- continuous product and process improvement
- LLM APIs
- Retrieval-Augmented Generation (RAG)
- AI agents
- MCP
- structured and tool-based LLM workflows
- human-in-the-loop systems
- AI-assisted software engineering
- prompt and retrieval evaluation
- AI workflow automation
- PHP
- TYPO3 / TypoScript
- JavaScript / TypeScript
- HTML / CSS
- MySQL / PostgreSQL
- Solr and search systems
- REST APIs and system integrations
- complex web and e-commerce platforms
- Git / GitHub / GitLab
- CI/CD
- Docker / DDEV
- Deployer
- Terraform
- automated testing and technical quality assurance
- Core Web Vitals and performance engineering
- technical SEO and analytics integrations
- Certified IT Business Manager (IHK)
- TYPO3 CMS Certified Consultant
- TYPO3 CMS Certified Developer
- TYPO3 CMS Certified Integrator