Published Paper Details:

The development of AI-based counselling in the domain of the STEM field plays a pivotal role by helping the students to make the right career decisions and also learn appropriate skills required in the industry. This paper highlights the significant benefits of such a system, which includes its ability to faster decision-making and enhance the accuracy of reliable decision making. This report analyses the current processes in detail and addresses different approaches, techniques, methods and challenges in the domain of AI-powered career counselling. While using the ideologies used in various other systems, the paper proposes a comprehensive model based on random forest distribution to accurately predict the career according to the user interests providing key information such as work experience, cognitive skills and relevant credentials and helps them in learning appropriate skills required in the industry and making them job ready.