AI-Powered Data Extraction and Matchmaking | by Umair Ali Khan | Jan, 2025
Creating an utility for extracting key profile info from CVs and recommending jobs aligned with the profile
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With the rising effectivity of Giant Language Fashions (LLMs), they’re changing into more and more common for info extraction from enterprise paperwork resembling authorized contracts, invoices, monetary stories, and resumes, to call a number of. The knowledge extracted from a number of sources could possibly be used for matchmaking and advice techniques.
Among the functions of knowledge extraction and matchmaking embrace:
- Computerized request-for-quotation (RFQ) era by extracting info from clients’ requests
- Extracting key utilization patterns from buyer’s information to supply product suggestions
- Extracting key info from tenders and matching it with firm profiles to search out the potential bidders
- Extracting key info from an organization’s invoices and gross sales paperwork to generate sale-purchase stories
- Extracting key info from buy orders to facilitate stock and provide chain administration
- Matching people on relationship or matrimonial platforms based mostly on their profiles, and many others.
