I work hands-on with real-life AI applications - not experiments or sandbox projects, but enterprise-level initiatives worth hundreds of thousands of euros, where AI has to perform, stay secure, and deliver measurable results.
💡 What I actually do:
- Help development teams build and deploy custom AI agents for daily operations.
- Support business and accounting units in automating workflows like reporting, invoicing, and customer requests.
- Design voice assistants, chatbots, and copilots that simplify complex processes - all within strict GDPR and EU AI Act compliance.
- Guide teams through “AI coffees” ☕ short, practical sessions to multiply their output using tailored AI setups.
⚙️ The tech side (in simple words):
- Work with AWS Bedrock, Azure AI, and other cloud platforms to scale secure solutions.
- Build internal tools that summarize data, handle tickets, or respond to customers automatically - while keeping humans fully in control.
- Always focus on privacy, ethics, and efficiency, not just hype.
🤖 Coding experience:
- Experimented enhanced AI architect doing context code engineering with multiple coding assistants Claude Code, Amazon Q (my enterprise favorite), Gemini, Copilot, Qwen, etc
- Stopped vibe coding and moved to context, spec based engineering with multiple tested frameworks like BMAD, PRP, PRD, SPEC
- In multiple coding communities to keep myself up to date (Dynamous, IndieDevDan, BMAD, etc)
I love turning complex ideas into simple, usable systems - where humans remain the architects and AI becomes the builder.
Excited to connect with others here who are bringing AI from buzzword to real-world impact. 🚀