I am a management engineer and AI solutions architect with more than 20 years of experience in regulated industries, particularly banking, compliance, operations, and product governance.
I design and deliver AI systems end to end, from customer problem framing and solution architecture to working prototypes and adoption within business processes. I have delivered seven production-oriented AI systems for clients.
My work combines generative AI, LLMs, RAG, multi-agent systems, process automation, data analysis, and market intelligence with practical domain knowledge in high-consequence environments.
I have led teams, owned a €4M annual P&L, managed customer experience outcomes, and coordinated cross-functional programmes across business, IT, compliance, sales, and suppliers.
I also teach AI applied to business, digital transformation, and technology management to corporate audiences and business-school students across banking, insurance, energy, retail, edtech, and legaltech.