Data Operations Consultant (Independent Practice) — AI audit workflow validation for OCR invoice extraction and downstream reconciliation
Served as a Data Operations Consultant conducting AI audit and validation work on vendor invoice processing outputs derived from OCR extraction. Performed systematic exception identification, flagging, and manual resolution to enforce high data-integrity targets across large transaction ledgers. Authored structured QA and UAT test cases to validate automated categorizations and routing/vendor onboarding data models against baseline expectations.• Reconciled automated OCR invoice extraction outputs with baseline purchase orders using spreadsheet engineering checks.• Isolated and resolved 150+ data anomalies across a master ledger of 10,000+ transaction lines.• Built a quality assurance pipeline and documented edge cases and data drops in master validation trackers.• Defined human-in-the-loop exception rules to reduce process latency by 15%.