Review on Placement Preparation Tool & Career Guidance for Students using ML

Authors: Ms. H. R. Agashe, Mr. Yash G. Ahire, Miss. Priti V. Avhad, Miss. Tanuja K. Dholi, Mr. Rohan Y. Salunkhe

Country: India

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Abstract: This innovative project aims to transform the landscape of career guidance and job placement by offering a comprehensive suite of tools designed to empower users in their professional journeys. The first module features a Resume Analyzer that allows users to upload their resumes for thorough analysis using advanced AI algorithms. The system provides detailed feedback and suggestions, enabling users to create more compelling and tailored resumes while recommending job opportunities that align with their skills and qualifications. The second module focuses on enhancing self-introduction skills, crucial for career success, by allowing users to upload self-introduction videos for AI-driven analysis of communication style, body language, and presentation, offering actionable insights for improvement. The third module provides tailored Mock Tests that evaluate users' performance, identify strengths, and generate personalized career recommendations. Newly added features include an Aptitude Test module for assessing cognitive abilities, a Salary Analysis tool for providing insights into potential earnings, and Course Reference links to address users’ weaknesses with targeted learning resources. Collectively, this project has the potential to revolutionize career development by equipping individuals with the essential tools, insights, and resources needed to thrive in a competitive job market.

Keywords: Career Guidance, Job Placement, Resume Analyzer, AI Algorithms, Self-Introduction Analysis, Mock Tests, Aptitude Test, Salary Analysis, Course References, Cognitive Abilities, Learning Resources, Career Development.

Paper Id: 231543

Published On: 2024-11-07

Published In: Volume 12, Issue 6, November-December 2024

Cite This: Review on Placement Preparation Tool & Career Guidance for Students using ML - Ms. H. R. Agashe, Mr. Yash G. Ahire, Miss. Priti V. Avhad, Miss. Tanuja K. Dholi, Mr. Rohan Y. Salunkhe - IJIRMPS Volume 12, Issue 6, November-December 2024.

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