Senior AI Product Manager
I design and ship trust-first LLM + RAG systems that transform unstructured operational data into explainable, decision-ready intelligence for safety-critical and regulated environments.
CEO Innovation Award 2023
I'm a Senior AI Product Manager with deep expertise in building production-grade LLM and RAG systems for regulated industries. I specialize in turning messy, unstructured field data into trusted, explainable intelligence while maintaining full human accountability and compliance.
Over the past 7+ years at Safety io (MSA Safety), I've owned end-to-end product strategy for AI platforms used by fire services and industrial safety teams across Europe and North America.
Real impact delivered through trust-first AI in safety-critical environments
Safety io (MSA Safety) • FireGrid Platform
Technicians generated thousands of messy free-text maintenance logs every week. Critical safety signals were buried in noise.
Earlier detection of critical issues
Reduction in operational downtime