Abstract

The Career Planning Hub chatbot, powered by Convolutional Neural Network (CNN) algorithms, offers personalized guidance to individuals navigating educational and career decisions post-10th and post-12th grade. Beyond suggesting government exams or assisting in selecting 11th-grade streams like biology or computer science for 10th-grade completers, the chatbot provides comprehensive insights. It assesses users' interests and aptitudes to recommend suitable career paths within these streams. Furthermore, for individuals who did not pass the 10th grade, the chatbot extends its support by suggesting vocational training programs and apprenticeships in addition to ITI programs. Upon successful completion of the 12th grade, the chatbot doesn't merely suggest colleges and departments but also offers insights into specialized courses, internships, and scholarships aligned with the user's interests. Moreover, the chatbot's functionality extends to providing guidance on entrance exams, fostering holistic career development. By leveraging CNN algorithms, the Career Planning Hub chatbot aims to not only streamline career planning but also to empower users with actionable insights, enabling them to make informed decisions and embark on fulfilling career paths.