I analyze currency, inflation, health financing, fintech UX, and credit access data for Malawi's economy — plus independent cybersecurity audit work, structured into a repeatable scoring methodology. Every tool below is interactive; open one to try it.
A real-time cash-position dashboard for a multi-branch treasury SaaS product — branch health, anomaly alerts, and a live currency conversion flow rail.
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A chat-commerce conversion funnel for a real WhatsApp + PayChangu product — mapping every drop-off from first message to automated delivery.
Open the tool →18 years of currency and price history, a live purchasing-power calculator, and a real-income tool showing whether USD earnings actually outpace inflation.
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An alternative credit score for the mobile-money-first majority — built from Airtel Money and TNM Mpamba behavior, designed for low-literacy, first-time users.
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Three real, paid security audit engagements (fintech, e-commerce, SaaS), turned into a repeatable risk-scoring methodology with a live weighted simulator.
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Where Malawi's health spending actually comes from, and a live simulator showing how many households cross the "catastrophic expenditure" line — and where that line is drawn.
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