CareerSage AI: An Automated Web-Based Career Guidance and Recommendation System Using Artificial Intelligence
Abstract
In many developing nations, students studying in the 10th and 12th grades often do not receive organized or professional career counseling support. As a result, career choices are frequently influenced by external factors such as family expectations, peer pressure, or insufficient knowledge about contemporary career opportunities. To overcome this problem, CareerSage AI is proposed as an automated, web-based career guidance and recommendation system. The platform evaluates students’ academic records, conducts aptitude-based assessments, and applies a rule-based Artificial Intelligence approach to suggest appropriate career paths, educational courses, and colleges. An integrated chatbot module provides instant responses to commonly asked career-related questions, ensuring uninterrupted guidance without human dependency. The system is designed to be scalable, economical, and accessible for students from both urban and rural regions. CareerSage AI acts as an effective alternative to traditional manual counseling by delivering personalized, data-driven, and easily accessible career recommendations.
Fields of Study & Subjects
Edcuational Technology Systems
Artificial Intelligence in Education
Recommender Systems and Techniques
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 12 February 2026
- Language
- EN