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Volume 11, Issue 6 (June 2025)

Ai-based Resume Screening And Enhancement Platform

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7.883
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Volume 12 Issue 07

July 2026

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Author(s)

Mr. G. KARTHIK Mrs. V. MAGESHWARI

Abstract

In Recent Years, Companies Have Been Overwhelmed By The Sheer Number Of Resumes They Receive For Every Job Posting. Many Of These Resumes Never Even Get Seen. The Truth? Recruiters Just Don’t Have Time To Read Through All Of Them. This Means That Even Qualified Candidates Sometimes Get Filtered Out, Just Because They Didn’t Use The Right Format To Fix This Problem, Our Project Introduces An AI-based Resume Screening And Enhancement Platform. It’s A Smart Tool That Can Read Resumes, Understand Job Descriptions, And Automatically Decide How Well The Two Match. It Uses Powerful Natural Language Processing (NLP) Algorithms And Machine Learning Models To Do This Comparison. But That’s Not Allit Also Suggests Improvements To The Resume, So The Candidate Has A Better Chance Of Getting Noticed. The System Assigns A Compatibility Score And Offers Real-time, Friendly Help Through An AI Chatbot. It’s Like Having A Virtual HR Assistant 24/7. With This Platform, Hiring Becomes Smarter, Quicker, And Fairerfor Everyone Involved.


Keywords

Resume Screening NLP GPT Matching Resume Score AI Bot SBERT TF-IDF PDF Parsing SVM BERT Embeddings HR Tech.

Paper ID

IJSARTV11I6103808

Publication Date

June 21, 2025

Research Area

Computing In Science & Engineering

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