CGPA Predictor 🎓📊

This project helps visualize and predict academic performance using semester-wise CGPA and SGPA trends. It includes both student-specific and batch-level analytics, making it easier to understand academic progress and goals.

🗂️ Project Structure

├── frontend/ ├── backend/

🚀 Features

• 📈 Visualizes CGPA/SGPA trends over semesters
• 🧑‍🎓 Student and batch-level performance insights
• 🎯 Target CGPA goal checker with required performance estimates
• 🧠 CGPA prediction based on trends from senior batches
• 🏅 Shows rank and class percentile

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🛠️ Tech Stack

• Frontend: React, Tailwind CSS, Recharts
• Backend: Node.js, Express
• Database:MongoDb

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🧪 Running Locally

1. Clone the repository

git clone https://Puzzling762/CGPA_Predictor.git
cd cgpa-predictor

###2. Start the backend

cd backend
npm install
node server.js

⚙️ Make sure to configure environment variables (e.g., .env file) if required.

###3. Start the frontend

cd frontend
npm install
npm run dev