This project is a complete career guidance system that works like a digital career counselor.
It analyzes a student’s aptitude, interests, skills, and personality (DMIT) to suggest the most suitable career paths.
The platform combines AI + Data Science + Analytics into one single solution.
- 🤖 AI-based career prediction with match percentage
- 🧠 DMIT brain analysis (personality & learning style)
- 🗺️ Personalized 8–10 year career roadmap
- 💬 24/7 AI counsellor chatbot
- 📊 Skill intelligence dashboards for schools & corporates
| Module | Description |
|---|---|
| Career Recommendation Engine | Predicts best career options using ML |
| DMIT Dashboard | Analyzes brain dominance & learning style |
| Career Roadmap Generator | Step-by-step future career plan |
| AI Counsellor Chatbot | Instant career guidance anytime |
| Skill Intelligence Analytics | Performance & skill-gap analysis |
| Technology | Usage |
|---|---|
| Python | Core programming |
| Streamlit | Frontend UI |
| FastAPI | Backend API |
| Scikit-learn | Machine Learning |
| Plotly | Data visualization |
| MongoDB | Database |
- Algorithm: Random Forest
- Training Data: 500+ student profiles
- Accuracy: 80%+
- Input Parameters: Aptitude, interests, skills, personality traits
You can explore the complete working project here:
🌐 Live Application:
👉 https://brainwonders.streamlit.app/
Thank you for taking the time to view this project. Your feedback is appreciated. ⭐