One of the major offerings of Semantics3 is our universal product data catalog gathered through large scale indexing of the public web. For each catalog, duplicated entries of the same product across multiple retailers need to be merged/removed. In this talk, we will go through the technical challenges in such a large scale “product matching” system, where millions of products are often compared against millions of others (leading to trillions of pair-wise comparisons). Both traditional and state-of-the-art approaches will be discussed in solving this task.
Abishek is a member of the data science team at Semantics3, which offers data and AI solutions for ecommerce marketplaces (catalog generation & enrichment, seller on-boarding) and logistics companies (HTS/tariff classification, attribute enrichment). Among these, Abishek is the lead data scientist working on product matching and catalog generation.
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