My work sits at the intersection of operations, systems, automation, enterprise technology and applied AI.
The approach is to understand the process first, identify repeatable failures, structure business rules and controls, and then build technology that can make the work more reliable and traceable.
A professional map
SYSTEMS → OPERATIONS → LOGISTICS → ENTERPRISE → AUTOMATION → AI
This is a conceptual map of domains and evolving capabilities, not a dated employment chronology.
How I work
I translate operational needs into systems, detect failure modes, connect data and processes, and validate the result with evidence. The point is not technology for its own sake; it is to make complex work more understandable, repeatable and defensible.