AI-Powered Competitive Exam Performance Analytics Platform
🏆 Hackathon Project 2026
Empowering students with Data Science & Generative AI.
ScoreSense is an intelligent academic dashboard that predicts student success using Machine Learning and generates personalized study roadmaps with Generative AI.
It helps students preparing for competitive exams like JEE, NEET, UPSC, and GATE by transforming study habits into clear insights, predictions, and AI-powered guidance.
📉 Students often don’t know where they truly stand academically
📈 ScoreSense converts academic data into actionable insights, pass probability predictions, and smart study plans
- Predicts Pass Probability using a Random Forest ML model
- Based on study hours, attendance, test scores, and consistency
- Powered by Google Gemini 1.5 Pro
- Generates personalized exam strategies
- Supports JEE, NEET, UPSC, GATE, and more
- Skill visualization using Radar Charts
- Progress tracking over time
- Clean Glassmorphism UI
- Unlock achievement badges like Scholar and Visionary
- Encourages continuous academic improvement
- User login & registration
- Persistent storage using SQLite
- Secure backend with Flask
| Layer | Technology |
|---|---|
| 🎨 Frontend | HTML5, CSS3 (Glassmorphism), JavaScript |
| 📊 Charts | Chart.js |
| ⚙️ Backend | Python (Flask) |
| 🗄️ Database | SQLite |
| 🤖 Machine Learning | Scikit-Learn (Random Forest) |
| ✨ Generative AI | Google Gemini 1.5 Pro |
git clone https://github.com/yourusername/scoresense.git
cd scoresense
2️⃣ Install Dependencies
pip install -r requirements.txt
3️⃣ Run the Application
python app.py
4️⃣ Open in Browser
http://127.0.0.1:5000