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This research aims to develop an automated system for screening resumes and evaluating candidates using NLP techniques.

July 10, 2026International Journal of Technology & Emerging ResearchOpen Access

AI-Powered Intelligent Resume Screening, Candidate Evaluation, and Job Recommendation System Using Natural Language Processing

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Automated resume screening improves job matching in candidates, suggesting enhanced recruitment efficiency.

This research aims to develop an automated system for screening resumes and evaluating candidates using NLP techniques.
Developed an automated resume screening system using NLP techniques
Implemented functionalities for recruiters and job seekers via an interactive web application
Evaluated the system using performance metrics like accuracy, precision, recall, and F1-score
The system significantly reduced manual effort in resume screening and candidate evaluation
Achieved high performance metrics with favorable accuracy and precision scores
Demonstrated improved recruitment efficiency through intelligent job recommendations

Biswas et al. (2026) studied this question.

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