Tag · goldencheck

Posts on goldencheck

3 posts tagged goldencheck.

2026-04-20

From 51M Orders to Golden Customers: Full-Pipeline ER at Retail Scale

Running the full Golden Suite — GoldenCheck, GoldenFlow, GoldenMatch — on a Turkish retail CRM with 10.2M orders and 100K customers across 161 branches. 67 quality findings, 67K names normalized, 11,708 duplicate clusters discovered. European decimals, Turkish diacritics, and the false-positive pressure of common names on the same street.

entity-resolutiongoldencheckgoldenflowgoldenmatchretail-datapythondata-pipeline
2026-04-13

GoldenCheck Now Runs in TypeScript: Zero-Config Data Validation at the Edge

GoldenCheck's 10 profilers, drift detection, and confidence scoring ship on npm with an edge-safe core. DQBench 88.40 — now in your browser, Workers, and Node.js.

goldenchecktypescriptdata-qualityopen-sourcenpmedge-functions
2026-04-11

Product Catalog Dedup on a Real 1M-Row Dataset: F1 0.05 → 0.36 in Three Steps

Running the full Golden Suite (GoldenCheck → GoldenFlow → GoldenMatch) on the UCI Online Retail II catalog. Real, unsynthetic duplicates. Honest numbers — and how fixing the eval, switching to Vertex AI embeddings, and tuning the threshold lifted F1 7× from a hopeless lexical baseline.

entity-resolutiongoldencheckgoldenflowgoldenmatchecommercevertex-aipython
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