Synthetic CSV Cleanup — Deterministic Review Workflow
Alden Cheng
Role: Python Automation & Data QA
Synthetic portfolio-process case that normalizes eight source rows into five reviewable master rows while keeping ambiguous records visible.
The workflow uses exact-key normalization, duplicate controls, exception routing, a change log, reproducible tests and deterministic output packaging.
This is not client work and does not claim time savings, revenue lift or another commercial result.
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Posted Aug 27, 2026
Synthetic case: normalized 8 source rows into 5 reviewable records with duplicate controls, exception routing, change log and reproducible QA. No client claim.
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