JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform
Production-Grade ML System for Automated Unit of Measure Error Detection | 88-92% Accuracy | 94% Autonomy | KNIME Workflow
This platform helps manufacturing, procurement, and supply chain professionals automatically find and fix errors in units of measure (UOM) within their data. You provide raw data from spreadsheets or CSVs, and it identifies and corrects issues like '50 KG' when it should be '50 EA'. The output is clean, harmonized data and a dashboard showing corrections, preventing costly mistakes in inventory, orders, and billing.
867 stars.
Use this if you routinely deal with large datasets in manufacturing, procurement, or supply chain, and frequently encounter costly errors due to inconsistent or incorrect units of measure that manual review struggles to catch efficiently.
Not ideal if your primary need is general data cleaning unrelated to units of measure, or if you only process small, infrequent batches of data that can be easily reviewed manually.
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867
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818
Language
PowerShell
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Last pushed
Oct 21, 2025
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