At Xpert Decision Systems (XDS), I defined enterprise data quality and governance strategy across credit datasets exceeding 5.8 billion records. I applied string-matching algorithms and statistical profiling to improve geocoding accuracy by 72%, strengthening the reliability of location-based credit analytics.
At FNB, I designed system integrations and APIs across core banking and card payment platforms, delivering 60+ APIs and 80+ specification documents. I also built dashboards from API transaction logs to identify bottlenecks and support system-efficiency improvements.
Earlier at Nedbank, I built databases, data warehouses and ETL processes for enterprise reporting, and automated 70+ recurring reports, reducing executive reporting turnaround times by 60%+. My work spans data analysis, business and systems analysis, governance, and reporting in regulated financial services environments.
