AI-Driven Personalized Career & Mentorship Platform with NLP Skill Analysis

This study presents an AI-powered career advising and mentorship platform that uses Natural Language Processing (NLP) to provide personalised recommendations.It examines user profiles-skills, hobbies, and professional objectives-to generate personalised career routes and detect skill gaps.The software uses semantic similarity scoring to match mentees with eligible mentors.It is built on Django with a MySQL backend and has a user-friendly interface as well as an admin panel for managing data and relationships.This integrated system improves career suggestions and skill mapping, displaying higher accuracy in academic and corporate settings.