At The5ers, I curate and audit operational datasets for malformed records, missing data, and realistic errors. I define reconciliation requirements and draft grading criteria to assess accuracy.
At George at Asda, I validated data and reconciled formats across supply chain records, detecting inconsistencies and preventing silent truncations. My projects include an Advanced Excel error-detection pipeline and a SQL and Excel spot-check framework for operational records.

