Talentscan AI: Design And Implementation Of An Ai-Powered Resume Screening And Career Evolution Intelligence System

Author(s)	Balamurugan M, Ananya A R, Ananthi A
Country	India
Abstract	Online recruitment now produces resume volumes that surpass reliable manual review, leading to delayed screening, inconsistent judgments, and higher bias risk. This paper presents TalentScan AI, an AI-powered resume screening and career evolution intelligence system that converts resumes into structured indicators and generates interpretable rankings. The platform integrates resume parsing, Resume Evolution Score (RES), Role Adaptability Index (RAI), fatigue detection, plagiarism detection, Explainable AI decision graphs, and Ethical Risk Score (ERS). Prototype testing showed stable processing, efficient screening, and better decision transparency.
Keywords	resume screening, explainable AI, natural language processing, ethical AI, career analytics
Published In	Volume 7, Issue 2, March-April 2026
Published On	2026-04-10

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