I help operations and QA-led teams modernize systems, connect data across lab and enterprise boundaries, and adopt AI in workflows that remain governable in production.

My deepest experience is in food and life science, but the same patterns apply wherever traceability, validation, and integration matter.

Where depth comes from

• 20+ years with business-critical platforms
• Long-term ownership of GIAS and related ecosystems
• Hands-on integration across SAP, lab, and documentation flows
• Product thinking via MixInsight and custom instrumentation