JOBHIVE - Campus Placement Prediction System

JOBHIVE is a campus-friendly placement cell management system designed to predict student placement potential, streamline the placement process, and facilitate communication between students, placement officers, and companies. This system uses a machine learning model to predict placement outcomes and provides a comprehensive interface for managing placement activities.

Features

• Allows students to apply for jobs, check placement predictions, create resumes, and practice with mock tests.
• Companies can post job details, schedule interviews, and view applicant profiles.
• Admins can manage model training, update records, and upload resources.
• Uses logistic regression for placement prediction based on CGPA, internships, backlogs, and stream.
• Provides real-time placement status and analytics.

Tech Stack

• Frontend: HTML, CSS (located in views and public folders)
• Backend: Node.js, Express.js
• Database: MySQL
• Machine Learning: Logistic Regression (TensorFlow.js)
• Authentication: JWT (handled in routes/auth.js)
• Notifications: Nodemailer

Folder Structure

JOBHIVE/
├── .vs/                       # Visual Studio project settings
├── controllers/               # Backend controllers
├── node_modules/              # Node.js dependencies
├── public/                    # Static files (CSS, JS, Images)
├── routes/                    # Express routes
│   ├── auth.js                # Authentication routes
│   └── pages.js               # Page routes
├── views/                     # HTML views and templates
├── .env                       # Environment variables (excluded from Git)
├── .gitignore                 # Files and folders to ignore in Git
├── app.js                     # Main backend entry point
├── jobhivesql.sql             # SQL file for database schema
├── package-lock.json          # Locked dependencies
├── package.json               # Project metadata and dependencies

Getting Started

Follow these steps to set up and run the JOBHIVE project locally.

Prerequisites

• Node.js: Download from Node.js official website.
• MySQL: Set up a MySQL database and user for JOBHIVE.

Setup Instructions

1. Clone the Repository:

   git clone https://github.com/yourusername/jobhive.git
   cd jobhive

2. Install Backend Dependencies:

   npm install

3. Configure Environment Variables:

   • Create a .env file in the root directory with the following keys:

     DB_HOST=<your_db_host>
     DB_USER=<your_db_user>
     DB_PASSWORD=<your_db_password>
     DB_NAME=<your_db_name>
     JWT_SECRET=<your_jwt_secret>
     

4. Database Setup:

   • Import jobhivesql.sql into your MySQL database to set up the initial schema.

5. Run the Server:

   node app.js

   The server will run on http://localhost:3000.

Accessing JOBHIVE

• Visit http://localhost:3000 to start using JOBHIVE.
• Access different user roles to explore features for students, companies, and admins.

Contributing

1. Fork the repository.
2. Create a feature branch:

   git checkout -b feature-name

3. Commit your changes:

   git commit -m "Add feature-name"

4. Push to the branch:

   git push origin feature-name

5. Create a pull request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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