01I know where the numbers come from
Eight years owning general ledgers across Australia, Mongolia, Thailand and Vietnam. Led an Oracle CCL to RACES migration end to end — data mapping, validation, cleansing, UAT. Closed 50+ reconciliation accounts with zero unreconciled balances straight through a system transition.
02I build the tools instead of requesting them
At GE, automating cost accrual and revenue recognition cut processing time by 75%. That instinct did not switch off when I left. I now write the software myself — Python for finance pipelines, TypeScript and React for interfaces, SQLite for local-first apps.
03I work with AI deliberately, not casually
Every project here ships with a written spec, a phased plan, and conventions the model has to follow. The interesting part is not that AI writes code — it is what has to be true about your thinking before it writes the right code.