About

Principal Data & AI Architect passionate about well-balanced architectures that solve real business problems. With 13+ years in data, I design and lead platforms that enable ML and GenAI at scale.

I’ve built streaming and batch pipelines, feature stores, model lifecycle (MLOps), and modern GenAI patterns (RAG with vector search, retrieval orchestration, evaluation). I care about data quality, governance, security, and sustainable cost/performance.

I’ve delivered for global enterprises (Cisco, Dell) and startups—presenting solutions to executive leadership across Europe and the US, and mentoring teams to productionize AI safely.

Today I help organizations evolve data platforms into AI platforms: aligning data contracts and lineage with model needs, hardening LLMOps, and building measurable feedback loops.