Solutions Architect writing about cloud, data platforms, and enterprise AI.
20+ years designing enterprise architecture across financial services, automotive, and telecom. I write about building data and AI platforms that stay scalable, secure, and audit-ready — with a bias toward regulated environments (CSSF, DORA, ISO 27001).
Enterprise AILLMsCompliance
Shipping Enterprise LLM Services in a Regulated Bank
Standing up an LLM gateway for a CSSF-supervised institution is less about the model and more about everything around it — audit trails, data residency, and deterministic guardrails.
June 2, 2026 9 min read
MLOpsData PlatformsCloud
MLOps Beyond the Notebook: Productionizing Models That Last
A model that scores 0.94 in a notebook and a model running reliably in production are two very different artifacts. The gap between them is MLOps — and most teams underestimate how wide it is.
May 18, 2026 7 min read