Five practice areas. All proven in production.
Every practice area is anchored in a specific recent engagement — with numbers, dates, and named clients. No generic promises.
Five practice areas. All proven in production.
Every practice area is anchored in a specific recent engagement — with numbers, dates, and named clients. No generic promises.
- /01
MCP & agent architecture
I design and ship Model Context Protocol servers and agent-to-agent (A2A) architectures that securely connect LLMs to your source systems — in production, not just demos.
- /02
Enterprise RAG
I build and audit production Retrieval-Augmented Generation systems — vector DB selection, chunking, embeddings, evaluation framework that actually proves if it works.
- /03
AI strategy & leadership
I build AI roadmaps with measurable ROI, lead AI/DS teams from hiring to delivery. Available as a fractional AI Engineering Manager for growing companies.
- /04
GDPR-compliant AI & EU AI Act
I deploy LLM/AI systems in regulated industries — from working with Compliance/Legal to data-residency, right-to-be-forgotten, and EU AI Act readiness.
- /05
Production data science
Predictive modeling, client scoring, churn analysis, A/B testing frameworks. Where LLMs are overkill — classical ML still earns more.
Let's talk.
30 minutes, no obligation. Tell me where your AI initiative is stuck or what you're planning — you'll leave with concrete next steps.