What I Know
Areas where I have hands-on experience and enjoy exchanging ideas. If any of these resonate with what you are working on, I am always happy to connect.
AI Engineering
Building production AI systems - from vector search and RAG pipelines to multi-agent orchestration. I have shipped systems handling 300+ interactions daily and run autonomous agents across 7 countries.
- Production RAG & vector search
- Tool calling & function APIs
- Multi-agent orchestration
- Custom AI agent skills & MCP
- Voice pipelines (STT/TTS)
Responsible AI Adoption
Helping development teams adopt AI tools without breaking compliance. I built a governance framework for a German enterprise - .aiignore, data censoring, local LLMs, and policies that legal actually approved.
- GDPR-compliant AI workflows
- Data classification & censoring
- .aiignore & codebase protection
- Local LLM deployment
- AI usage policies & training
Engineering & Leadership
7+ years building web applications with PHP, Laravel, Symfony, and Vue.js. Led teams up to 25 people. Built a CI/CD orchestrator, managed P&L, and learned that the hardest bugs are always human.
- Laravel / Symfony / Vue.js
- Team leadership & hiring
- Developer tooling & DX
- CI/CD & testing automation
- Architecture & system design
"The best AI systems are not the ones that replace humans. They are the ones that make humans more capable. That is what responsible AI means to me."— Igor Gawrys
Want to exchange ideas?
I enjoy connecting with people who build interesting things. Whether it is AI engineering, developer tooling, or just a good conversation about technology - reach out.