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Onpoint Insights

Matching Messy Company Names Across Datasets

Partial company names across order datasets created reporting inconsistencies for a packaging client.

→ Significant reduction in manual validation time
Built
NLP-driven fuzzy matching system to reconcile partial entities (think 'IBM' vs 'I.B.M. Corp').
Approach
Named Entity Recognition + cosine similarity, integrated with Power BI dashboards.
Impact
Significant reduction in manual validation time
Skills
NERCosine SimilarityPower BINLP