Edu Scan: Optimizing talent discovery and streamlining hiring practices using AI

Edu Scan is a machine learning-driven resume parser designed to analyse student resumes and predict their alignment with a benchmark document. The benchmark is created by aggregating key features and skills from resumes of students who have secured high-paying placements across various reputed universities. By utilizing Natural Language Processing mechanism, Edu Scan compares student resumes against this benchmark to assess familiarity and relevance. The system evaluates keyword matches, generates an accuracy score for each resume, and provides tailored suggestions for improvement. This innovative AI tool aims to optimize talent discovery by helping students align their resumes with industry standards, while assisting recruiters in streamlining the hiring process by identifying top candidates more efficiently.

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Publication Details

Journal
Edu - Tech Enterprise
Published
2024-12-31
DOI
https://doi.org/10.71459/edutech202419
Primary Topic
AI and HR Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Edu Scan: Optimizing talent discovery and streamlining hiring practices using AI

M. Kavitha, M Kalyani, Dharmaiah Devarapalli, B Sri et al.
Edu - Tech Enterprise
AI and HR Technologies
article

Edu Scan: Optimizing talent discovery and streamlining hiring practices using AI

M. Kavitha, M Kalyani, Dharmaiah Devarapalli, B Sri, D Mythrayee, Meghana Atmakuri, Kanthi Rekha Tanari
article en

Abstract

Edu Scan is a machine learning-driven resume parser designed to analyse student resumes and predict their alignment with a benchmark document. The benchmark is created by aggregating key features and skills from resumes of students who have secured high-paying placements across various reputed universities. By utilizing Natural Language Processing mechanism, Edu Scan compares student resumes against this benchmark to assess familiarity and relevance. The system evaluates keyword matches, generates an accuracy score for each resume, and provides tailored suggestions for improvement. This innovative AI tool aims to optimize talent discovery by helping students align their resumes with industry standards, while assisting recruiters in streamlining the hiring process by identifying top candidates more efficiently.

Edu - Tech EnterpriseVol. 2
U.S. Air Force Institute of Technology (US), Koneru Lakshmaiah Education Foundation (IN)
Openalex Percentile: Top 60%
AI and HR Technologies
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