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UAT regression framework for billing system upgrades. Tolerance-aware diffing of pre/post-upgrade report extracts: 100% catch rate measured against 1,299 planted regressions across 7 classes, zero false alarms on a benign-only control, 1M rows in 67s, and a formatted Excel sign-off evidence workbook as the first-class artifact.
Business analysis and master data governance portfolio for manufacturing, covering requirements engineering, AS-IS/TO-BE process analysis, data quality, RACI, risk management, UAT, and SAP S/4HANA concepts.