The objective is to develop an AI-driven career counseling system that provides personalized career recommendations to students by analyzing their skills, interests, and aptitudes. Many students, especially in underserved areas, struggle to make informed decisions about their future due to a lack of guidance and awareness of career opportunities. This AI-powered solution will bridge that gap by offering tailored career suggestions and actionable insights to help students align their strengths with suitable career paths.
A system that identifies potential career paths, suggests relevant skill-building courses, and provides information about future growth prospects in chosen fields.
Prerequisites
Software Requirements (to be installed on the system):
- Python environment
- Notebook, PyCharm, or any other equivalent tool to write code
What skills should you have:
- Python Programming
- Machine Learning
- LangChain or any framework to help work with LLMs
- Understanding of LLMs (Large Language Models)
- Knowledge of the RAG (Retrieval-Augmented Generation) pattern