At Standard Bank, I develop APR statistical models and run scenario analyses to support banking product pricing strategy. I also build ARIMA models in Python and R to forecast NIR under different economic scenarios.
In my current role, I automate monthly portfolio reporting and implement price-tracking and compliance governance with data validation. I investigate revenue leakage and produce recommendations based on root-cause analysis.
Previously, I contributed to credit risk stress testing at the South African Reserve Bank and built analytics for banking clients at First National Bank. At Nedbank South Africa, I applied Test & Control and data mining to campaigns that increased spend in targeted segments.
