An AI-driven career prediction and guidance platform designed to help high school and college students discover personalized career paths based on their RIASEC scores.
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AI-Powered Career Prediction
Utilizing XGBoost with SMOTE to handle class imbalance for more accurate recommendations. -
MERN Stack Web Application
Interactive, responsive, and user-friendly interface for seamless user experience. -
Personalized Dashboards
Explore tailored careers, entrance exams, academic streams, and job opportunities. -
Real-Time Insights & Visualizations
Instantly interpret career recommendations through interactive data visuals. -
AI/ML Pipeline Integration
Smooth, real-time integration of machine learning predictions with the web app.
- React.js
- Tailwind CSS
- JavaScript (ES6+)
- Node.js
- Express.js
- MongoDB
- Python
- XGBoost
- SMOTE (imbalanced-learn)
- Pandas
- Scikit-learn