I work at the intersection of operations, data, and technology.
I'm Norman—a supply chain professional and business analyst who enjoys making complicated systems easier to understand and improve.
My approach
I start with the decision: who needs to decide what, with which evidence, under which constraints? From there I work backwards into the process, data, model, and interface.
Experience
My work spans demand planning, inventory optimisation, procurement, business analysis, and decision support. I use Python, SQL, Power BI, and applied AI where they make the operating system clearer—not simply more technical.
What I’m learning now
- Reliable analytical agents and evaluation
- Forecasting under sparse, intermittent demand
- Data product design and semantic layers
- Better ways to communicate uncertainty
Career principles
Make the problem legible. A shared model of the problem is often the first useful deliverable.
Build for action. Analysis should change a decision, workflow, or outcome.
Show the evidence. Trust grows when assumptions and transformations are inspectable.