Notes on what I'm building, reading and figuring out

Long-form writing by an ML engineer in Geneva. Some posts are about machine learning and the systems around it, others wander further. Every post opens with a short summary and an introduction, so it reads well even if you arrive cold.

Filter by topic

Search titles and summaries

15 October 202613 minute read

Building an AI agent a bank can audit: from laptop toy to regulated platform

A staged plan for putting an agent into regulated finance: a toy reconciliation agent on a laptop, a read-only shadow pilot, human-in-the-loop production, and finally a platform that produces its own SOC 2, ISO 27001 and EU AI Act evidence.

Agentic AI
LangGraph
Compliance
Architecture