Workflow automation
Turning repetitive steps into clear, repeatable processes that reduce friction and avoidable errors.
Practical programmer · finance and technology
Real problems. Documented solutions.
I use programming to explore, automate and improve work where finance, information and technology meet. Below is the approach I follow, and a growing record of real problems I have analysed and solved.
Working approach
Observe. Model. Build. Document.
Data-first thinking
Structuring information so that financial and operational decisions are easier to trace and explain.
Documented solutions
Recording the problem, approach, result and supporting evidence so each solution can be reviewed.
Evidence
Real-world problems I have solved.
Document standard
Only non-confidential, share-approved material is published here. Sensitive operational and personal data is excluded.
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Next step
Want the detail behind a specific example?
Each entry starts with a real problem, moves through a small and testable solution, and ends with evidence that explains what changed.
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