CLOUD-BASED AUTOMATED RESUME SCREENING WEB SYSTEM
Authors:
Dr. Parag D. Thakare, Piyush G. Mujmule, Yash U. Choure, Ashlesha G. Chukekar, Anjali H. Raut, Ram N. Malode
Page No: 797-804
Abstract:
In the face of growing volumes of job applications, traditional resume screening methods have become increasingly inefficient, error-prone, and biased. To address these challenges, this paper proposes a Cloud-Based Automated Resume Screening System that utilizes AWS Cloud services combined with Natural Language Processing (NLP) and machine learning algorithms to automate and enhance the recruitment process. The system automates the extraction of key information such as skills, qualifications, experience, and education from resumes, offering a comprehensive evaluation framework for recruiters.
Description:
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Volume & Issue
Volume-14,Issue-4
Keywords
Cloud Computing, AWS, Resume Screening, Natural Language Processing, Machine Learning, Automated Recruitment, Amazon S3, AWS Lambda, Amazon SageMaker.