MUMBAI, India, Aug. 24 -- Intellectual Property India has published a patent application (202621080940 A) filed by Symbiosis International Deemed University on June 30, 2026, for Ai-Driven Resume Summarizer And Ranking System With Job Description Matching.
Inventors include Sanket Kedar; Darshana Bodhak; Dr. Aniket K. Shahade; Dr. Priyanka V. Deshmukh; Dr. Shruti Patil; and Dr. Ketan Kotecha.
The application for the patent was published on August 21, 2026, under issue no. 34/2026.
Abstract: ABSTRACT AI-DRIVEN RESUME SUMMARIZER AND RANKING SYSTEM WITH JOB DESCRIPTION MATCHING The present invention discloses an AI- driven resume summarizer and ranking system (100) for automated resume assessment against job descriptions. The system (100) comprises a resume ingestion module (110) with PDF text extraction and SHA-256 duplicate detection, a resume parsing module (120) employing a generative AI model unit (124) using Gemini 1.5 for structured JSON extraction, a resume summarization module (130) for professional candidate summaries, an ATS scoring module (140) with weighted scoring unit (144) applying five criteria including skills match at 30 percent, experience relevance at 25 percent, education at 15 percent, keyword overlap at 20 percent, and formatting at 10 percent with matched and missing keyword identification, a resume storage module (150) with MongoDB persistence, and a ranking and display module (160) presenting top five candidates. The system achieves ROUGE-1 F1 scores of 0.72 to 0.78 for summarization quality. [
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