Projects

Selected work.

Case studies and public write-ups of problems I have worked on across fraud, credit risk, analytics, fintech, and AI.

Scenario-based analytics across credit segments to evaluate portfolio decisions and financial performance.

Risk-based step-up strategy using device and network intelligence to detect anomalous behavior.

A documented risk-strategy case involving threshold calibration, fraud prevention, customer experience, and business impact.

Credit policy, product strategy, go-to-market, and portfolio growth across Zambia, Tanzania, and Uganda.