If you can't explain it simply, you don't understand it well enough. - Albert Einstein
The greatest mistake you can make in life is to be continually fearing you will make one. - Elbert Hubbard
1. Question every requirement. 2. Delete any part or process you can. 3. Simplify and optimize. 4. Accelerate cycle time. 5. Automate. - Elon Musk
About Me
AI Forward Deployed Engineer who turns business problems into
production AI systems, owning the full path from problem to deployed
solution. Specialized in agentic AI and production RAG, built and
shipped end-to-end — data pipelines, Python/FastAPI backends, and
web/desktop frontends, primarily on GCP, with LangChain, LangGraph,
MCP, and multi-LLM orchestration.
15+ years of prior experience in project management, business development, and technical consulting — including €7.5M in EU-funded projects. This background provides a comprehensive perspective on delivering AI solutions that solve real business problems.
Recent work spans national banking, pharmaceutical R&D, public-sector AI assistants, and manufacturing analytics.
How I work:
15+ years of prior experience in project management, business development, and technical consulting — including €7.5M in EU-funded projects. This background provides a comprehensive perspective on delivering AI solutions that solve real business problems.
Recent work spans national banking, pharmaceutical R&D, public-sector AI assistants, and manufacturing analytics.
How I work:
- Understand first — define the problem, the context, and where the biggest gain is.
- Build live, not slides — straight to a working version, no PowerPoint.
- Fast iterations — short feedback loops; you see it working early.
- Production — when it proves value, ship the full app to production.
- Stay a partner — support, upgrades, and new ideas as your business grows.
- AI & LLM Development: Claude, ChatGPT, Gemini, open-source LLMs, LangChain, LangGraph, RAG architectures, vector databases, AI agents, MCP, fine-tuning
- Backend & Cloud: Python, FastAPI, PostgreSQL, GCP, AWS, Firebase, Cloud Run, Docker
- Frontend: TypeScript, React, Flutter, Tailwind CSS
- Data Engineering: ETL pipelines, OCR + document intelligence, Text-to-SQL