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What I've built.

Six projects. What each one was, what I built, and what it shows.

website2025SheRootedA youth-led Tanzanian NGO got an address of its own, with the team, the projects and the mission in one place.An organisation with no budget for a retainer can still have something that works and keeps working.Look at it

website2026A senior finance career, told properlyA multi-page site for a senior finance and risk professional, with a generative topographic canvas, a live Medium feed and a case study per venture.Range. This is the same discipline as the shop catalogues, aimed at somebody whose buyer is an institution.Look at it

system2025IB Results DashboardA school coordinator stopped wrestling spreadsheets. Messy IB result files became cohort insight, at-risk flags and an export, in one desktop app.This is what the top pricing tier actually buys. Not a page — a surface you run something from.Look at it

finance2025S&P 500 Factor ModelA Fama-French five-factor model with LightGBM on the S&P 500, validated walk-forward. Built out of curiosity, not a brief.A timing alignment bug had R squared at 0.004. Finding it took it to 0.52. The finding is the work; most people would have shipped the 0.004 and called it a result.Look at it

finance2025USD 200M Risk-Sharing FacilityA nine-sheet financial model for a USD 200M agricultural guarantee programme across five East African countries.Formula-driven end to end. No hard-coded values, zero circular references. An auditor can follow every number back to an assumption.Look at it

tool2024School Exam TimerAn exam countdown built for a high school after the PowerPoint system failed one too many times. Real users, high stakes, no room to be clever.The first thing I built for people who could not tolerate it breaking. That constraint is still how everything gets built.Look at it

Tell me what you sell. I'll tell you what I'd build.

First call's free. If it's not something I should be doing, I'll tell you that instead.

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