SMART RESUME ANALYZER

SMART RESUME ANALYZER

Mr. Ashish Modi1, Mr. Hassan Raza Chowdhary2

1Asst. Prof / Department of Information Technology, Nagindas Khandwala College, Mumbai, Maharashtra, India,

2 Student / Department of Information Technology, Nagindas Khandwala College, Mumbai, Maharashtra, India.

---------------------------------------------------------------------***---------------------------------------------------------------------

Abstract - In today's competitive job market, the need for efficient and effective hiring processes is paramount. The Smart Resume Analyzer is an innovative AI-powered tool reimagining the recruitment landscape by seamlessly integrating advanced machine learning (ML) and natural language processing (NLP) techniques. Unlike traditional resume screening methods that are often hampered by manual evaluation, subjectivity, and inefficiencies, this system offers a cutting-edge approach to candidate assessment. It intelligently extracts and analyzes key information from resumes, utilizing sophisticated algorithms such as Cosine Similarity and Term Frequency-Inverse Document Frequency (TF-IDF) to provide real-time, data-driven evaluations.

Moreover, this tool democratizes the job search process by empowering applicants with the knowledge and tools to refine their resumes, thereby leveling the playing field in a competitive job market. The Smart Resume Analyzer is more than just a recruitment aid—it is a transformative solution that bridges the gap between employers and the talent they seek, fostering a more efficient and equitable hiring process.

Key Words: NLP (Natural Language Processing) Resume Parsing, Machine Learning, Recommender Systems, Data Security, Data Privacy, User Engagement, Semantic Analysis, User Data Analysis: & Text Mining.