AI model reviewer
An assistant that reads a spreadsheet model, lists the risks and explains the fixes.
Demo case study- Role
- Design and build
- Year
- 2026
- Tools
- Python, LLM
- Link
- Demo
Every project here is a template I built in my own time with demo data, free to use at your company or for personal use. None of it relates to any company I work for or have worked for, or to my role there.

Problem
Reviewing a large model by hand missed broken links and hard coded numbers.
Approach
Map every formula, rank the risks and explain each one in plain words.
Result
Illustrative only: reviews in minutes, with a written trail.