I have several years of experience implementing AI into real business processes — from the first use-case assessment to live, productive systems. I've trained AI models myself and operated them on highly sensitive data, so I know first-hand what really matters for privacy, governance and model quality. As an AWS Solutions Architect Professional I designed and built a central AI gateway for a Tier-1 DAX corporation that carried hundreds of thousands of euros of AI traffic per month. In the same environment I designed, hardened and operated firewalls and guardrails for AI applications at DAX-grade scale. That combination — cloud depth plus real production experience with large, sensitive AI workloads — is what I bring into every training.