HR RESUME SCREENER AND INTERVIEW AGENT

Abstract

The HR Resume Screener and Interview Agent is an intelligent recruitment automation system designed to enhance the efficiency and accuracy of hiring processes in modern organizations. Traditional recruitment involves manual resume screening and preliminary interviews, which are time-consuming, prone to human bias, and inefficient when handling large volumes of applications. The proposed system leverages Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) to automate resume analysis, candidate shortlisting, and interview evaluation. The system extracts key information such as skills, education, experience, and certifications from resumes and compares them with job requirements to generate a matching score. Based on this score, candidates are ranked and shortlisted automatically. Furthermore, the integrated AI interview agent conducts preliminary interviews by asking predefined or dynamically generated questions, analyzing candidate responses, and evaluating communication and technical skills. The system stores candidate data, generates performance reports, and provides insights to HR professionals for better decision-making. This approach reduces manual workload, improves consistency in evaluation, minimizes bias, and accelerates the hiring cycle. Additionally, the system supports scalability and can handle large datasets efficiently, making it suitable for organizations of all sizes. Overall, the proposed system provides a smart, reliable, and automated solution for modern recruitment challenges, ensuring faster, fairer, and more accurate hiring outcomes.