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.
Authors
- M. Kavitha
- M Kalyani
- Dharmaiah Devarapalli (ORCID: https://orcid.org/0000-0002-5804-5880)
- B Sri
- D Mythrayee
- Meghana Atmakuri
- Kanthi Rekha Tanari
Institutions
- U.S. Air Force Institute of Technology (US)
- Koneru Lakshmaiah Education Foundation (IN)
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