Automate repetitive engineering work.
Inspection and logistics reporting relied on manual processing.
Problem
Inspection and logistics reporting relied on manual processing.
Approach
Map inputs, rules and outputs, then automate repeatable tasks.
System
Excel/VBA tools integrated into operational workflows, in a career that also included factory information systems.
Evidence
Professional records describing the automations and outcomes, including the 2007–08 period.
Outcome
A recorded 44% reduction in inspection-report measurement time. Logistics automation is a separate deliverable with its own context.
Evidence and limitations
A historical metric recorded in the master résumé. It is not a benchmark applicable to every process or a promise of improvement for new projects.
Editorial review: September 2026. Professional references and project records; internal data is not exposed.NEXT STEP
What problem do you want to solve?
Tell me what happens today, where the friction is and what needs to change. We can assess a path toward automation, a product or an AI system.