Manuel Suarez's Linkedin Analytics

Data Matching and Analytic Experiences: Big Data Record Linkage for Government and Public Sectors, Finance, Banking, Corporate, Healthcare Insurance, Retail and Telecommunications Industries. Specialties: Enterprise Data Management Governance, Data Compliance, Data Management, Data Quality, Data Accountability, Data Provisioning, Data Cleansing, Normalization, Data Augmentation/Enrichment, CRM/ERP Migration, Data Consolidation, Surviving/Golden Record Creation. Master Material Data Management Experience: • Data Governance - monitor newly entered or imported product data for compliance to standards to trap and flag any suspect data before it enters your system. • Creating and Managing - the products ( SKU set) data with images - results in having classified, standardized and enriched products description. • PIM (Product Information Management) - match, merge and standardize the system data to assure that a 'single source of truth' truly exists to effectively serve the organization. • Data Enrichment including, sourcing additional information from suppliers and manufacturer website - web crawling and augmentation of gaps found within attributes • Classification of products to UPC, UPN, UNSPSC, eClass, SMD, NAICS, SIC, EGII, JPPSG, MESC, NIGP, ECRI, NDA or any other taxonomies. • Data Migration - from lower version to higher versions on up-gradations. • Taxonomy Services - building category tree structure and defining attributes, ranking the attributes by importance within the category, providing data capture rules for each category attributes. • Cleansing and Normalization - of products descriptions - helps in having short & long description followed by noun, modifier, vendor name & part number, UOM, Attributes. etc. • Cross referencing - gathering competitors’ products information like Part #, Mfr Name, Products Price, Packaging Units. etc.