Synthetic DEMO: CSV cleanup with an auditable Excel export by Daniel MichałekSynthetic DEMO: CSV cleanup with an auditable Excel export by Daniel Michałek

Synthetic DEMO: CSV cleanup with an auditable Excel export

Daniel Michałek

Daniel Michałek

A self-directed synthetic DEMO of cleaning spreadsheet exports. Thirteen test rows become six accepted records and seven review records, including one duplicate. Dates and amounts are normalized, multilingual characters are preserved, and rejected rows retain explicit reasons. Deliverables include CSV, XLSX, a quality report and the validation rules. Row counts, totals by currency and export readback all pass; the existing starter's 16 tests also pass. No customer data was used. Development was AI assisted. A paid implementation needs the actual schema, uniqueness rules and authorized source files. This demo does not prove Excel formula recalculation, macros, OCR or performance at an untested scale.
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Posted Oct 5, 2026

Self-directed synthetic CSV cleanup: 13 rows become 6 accepted and 7 review rows, with checked CSV/XLSX exports and explicit rejection reasons.

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