SAP

I lead teams building AI systems for SAP and stay hands-on with architecture and code. We've delivered 3 systems to production: contract automation, migration planning, and enterprise documentation retrieval. I also work on machine learning and MLOps.

• Python
• TypeScript
• CrewAI
• MCP
• SAP BTP

BMW Group

I led six engineers building and operating services for the My BMW and MINI apps on a platform delivering over 11 million notifications a day. I owned production readiness and release support, and coordinated architecture and delivery with 30+ teams across four countries.

• TypeScript
• NestJS
• React
• Kubernetes