What I do
I work best where operations are real, cross-functional, and close to the customer.
My background includes supply chain, procurement, logistics, internal systems, and AI adoption. Most of my work sits between operations and software: mapping how the business actually runs, standardizing workflows, building tools that get used, and embedding AI where it improves decisions, documentation, automation, and team adoption.
Where this shows up
- AI operations mapping Finding where AI creates practical ROI inside real workflows before automating
- Internal systems Tools, access control, sensitive-data workflows, dashboards, and adoption
- Process design and metrics Structuring workflows, defining KPIs, and tracking real performance
- Supply chain and procurement Procurement, inventory, logistics, vendor workflows, and execution discipline
Selected results
20% estimated purchasing spend reduction
56% fewer purchase line items
10x website traffic growth
+25% estimated average ticket
67% reduction in PO cycle time
90%+ fewer manual updates
