At Netfin Group, I designed BI-driven prioritization models for collections forecasting and customer engagement. I built Power BI dashboards and SQL reporting pipelines to track campaign performance, customer response rates, and ROI.
Earlier, I provided independent business intelligence and business systems consulting, and supported operations and business improvement at Page Automation(Pty) Ltd. and First Quantum Group. My work has included process analysis, reporting automation, executive reporting, and operational improvement.

