Finance Professional → AI Builder
A Builder turning ideas into products.
20+ years in finance & telecom. Now building AI-powered tools that solve real problems — from lead generation to competitor intelligence, one ship at a time.
AI-powered tools built from scratch — each one solving a problem I ran into myself.
Before the tools, there was the craft — turning complex financial data into decisions that moved organisations forward.
Led enterprise-wide cost restructuring across business units, surfacing inefficiencies buried in budget lines nobody questioned. The result: nine figures in savings, zero redundancies.
Rebuilt budget cycles from scratch — every line had to justify its existence. Introduced ZBB frameworks that replaced legacy incremental budgeting and exposed millions in dormant spend.
Designed rolling forecast models and long-range financial plans that gave leadership real visibility — not just numbers on a slide, but narrative that drove decisions.
Built PIR frameworks that measured outcomes against original business cases. Turned hindsight into institutional learning — so the next investment decision started from a stronger base.
Converted messy datasets into clean dashboards and crisp executive narratives. The skill was never the spreadsheet — it was knowing which number to put in front of which person at the right moment.
Lessons from building in public — finance, AI, and shipping fast.
Latest posts — updated as I write. Add a cover image in Studio to appear here.