AI-Enabled Employment Matching Platform

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Abstract

 The Problem: The high volume of applications in modern recruitment makes manual resume screening inefficient, costly, and prone to bias.  Your Solution:The development of an "AI-Enabled Employment Matching Platform" that automates this process. Methodology: Briefly state that the system uses a machine learning model (e.g., TF-IDF and Cosine Similarity) to compare parsed resumes against hiring manager-defined keywords, generating a quantitative match score. Key Results: Mention that your system provides a secure, role-based (seeker/manager) interface and effectively filters candidates, improving the "time-to-hire."

Fields of Study & Subjects

AI and HR Technologies Recommender Systems and Techniques Ethics and Social Impacts of AI

Publication details

Journal / source
International Research Journal of Modernization in Engineering Technology and Science
Publication date
4 March 2026
Language
EN