Info extraction and matching utilizing AI | Umer Ali Khan et al. | 2011/11/1 January 2025

Develop an utility that extracts key profile info from resumes and recommends job affords tailor-made to that profile.

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As large-scale language fashions (LLMs) grow to be extra environment friendly, they’re turning into more and more well-liked for extracting info from enterprise paperwork equivalent to authorized contracts, invoices, monetary stories, and resumes. Info extracted from a number of sources could also be used for matchmaking and suggestion programs.

Info extraction and matchmaking purposes embody:

• Automated era of requests for citation (RFQ) by extracting info from buyer requests
• Extract key utilization patterns from buyer knowledge to make product suggestions
• Extract key info from bids and match it with firm profiles to seek out potential bidders.
• Extract necessary info out of your firm’s invoices and gross sales paperwork to create purchase and promote stories
• Extract important info from buy orders to facilitate stock and provide chain administration
• Matching people on a courting or matrimonial platform primarily based on their profiles and so on.