### Ticket Contents ### Ticket Contents ## Description - **Name:** Mrunal Mahajan - **GitHub Username:** https://github.com/mrunalkdmahajan1 - **LinkedIn Profile:** #https://www.linkedin.com/in/mrunal-mahajan-504517286/ - **College/University:** IIT Madras BS in Data Science & Vivekanand Education Society’s Institute of Technology (VESIT), Mumbai PlaceNext ### Organisation Name C4GT ### Tech Skills Needed - Python - Flask - Node.js - MongoDB - RESTful APIs - Machine Learning - Artificial Intelligence - Next.js - Flutter - GitHub - JWT - SQL - Debugging - UI/UX/Design ### Complexity Medium ### Category - Backend - Frontend - Machine Learning - Data Science - Mobile Application development ### Goals - ### Goals ## Project Goals ### AI-Driven Placement Management - Build an intelligent placement management platform for students, recruiters, and TPOs - Automate eligibility verification and job matching - Provide resume analysis and optimization features - Simplify placement coordination processes for colleges ### Student & Recruiter Management - Enable student profile creation and resume uploads - Allow recruiters to post jobs and manage applications - Implement role-based dashboards for students, recruiters, and admins - Provide application tracking and notifications ### Data Analytics & Insights - Generate placement analytics and reports - Analyze student performance and placement trends - Provide dashboards for placement statistics - Improve decision-making using data visualization ### User Experience - Create a responsive and user-friendly interface - Ensure seamless navigation across dashboards - Support mobile-friendly design - Optimize frontend performance and usability ### Security & Authentication - Implement secure authentication using JWT - Provide role-based access control - Secure sensitive student and recruiter data - Ensure API validation and protected routes ### Scalability & Performance - Design scalable backend architecture - Optimize database queries and API responses - Handle large datasets of students and recruiters efficiently - Improve platform reliability and performance ### Implementation Details ## Implementation Details ### Architecture - Modular full-stack architecture - RESTful APIs for frontend-backend communication - Role-based authentication system - Scalable database design using MongoDB/MySQL ### Data Flow 1. Student Management - Student registration and login - Resume upload and profile management - Eligibility verification for job applications 2. Recruiter Workflow - Job posting creation - Candidate filtering - Application management dashboard 3. AI/ML Pipeline - Resume-job matching system - Recommendation engine for personalized opportunities - Predictive analytics for placement trends 4. Frontend Integration - Responsive dashboards for all users - Real-time notifications and updates - Clean UI with optimized workflows ### Security Implementation 1. Authentication - JWT-based authentication - Password hashing and secure sessions - Protected API routes 2. Authorization - Role-based access control - Admin and recruiter permissions - Secure resource access 3. Data Protection - Input validation and sanitization - Secure database handling - Error handling and logging ### Performance Optimization 1. Database - Optimized queries - Indexing for faster access - Efficient schema design 2. Backend - API optimization - Error handling middleware - Scalable request handling 3. Frontend - Responsive UI components - Lazy loading and optimization - State management improvements ## Tech Stack - Frontend: Next.js, Flutter, HTML, CSS, Bootstrap - Backend: Flask, Node.js, REST APIs - Database: MongoDB, MySQL, SQLite - AI/ML: Python, Pandas, NumPy, TensorFlow, scikit-learn, XGBoost - Authentication: JWT - Dev Tools: Git, GitHub, VS Code ### Implementation Details To implement the changes in the `Community.md` file on the GitHub repository (https://github.com/Code4GovTech/C4GT/blob/main/Community.md), follow these steps: 1. **Fork the Repository:** - Visit the repository (https://github.com/Code4GovTech/C4GT). - Click the "Fork" button in the upper right corner to create a fork of the repository in your GitHub account. 2. **Clone Your Fork:** - Open a terminal or command prompt. - Run the following command to clone your fork to your local machine: ```bash git clone https://github.com/your-username/C4GT.git ``` 3. **Navigate to the Repository:** - Change into the repository directory: ```bash cd C4GT ``` 4. **Edit the Community.md File:** - Open the `Community.md` file in a text editor. You can use any code editor or a simple text editor. - Locate the existing table and replace the details with your own: ```markdown <table> <tr> <td>Name</td> <td>Your Name</td> </tr> <tr> <td>GitHub</td> <td>https://github.com/mrunalkdmahajan1</td> </tr> <tr> <td>LinkedIn</td> <td>https://linkedin.com/in/mrunal-mahajan-504517286/</td> </tr> <tr> <td>College</td> <td>Indian Institute of Technology Madras</td> </tr> </table> ``` 5. **Save Changes:** - Save the changes to the `Community.md` file. 6. **Commit Changes:** - In the terminal, run the following commands to commit the changes: ```bash git add Community.md git commit -m "Update my details in Community.md" ``` 7. **Push Changes to Your Fork:** - Push the changes to your GitHub fork: ```bash git push origin main ``` 8. **Create a Pull Request:** - Visit your fork on GitHub (https://github.com/your-username/C4GT). - Click on the "New pull request" button. - Ensure the base repository is `Code4GovTech/C4GT` and the base branch is `main`. - Ensure the head repository is your fork and the compare branch is `main`. - Click "Create pull request" and provide a meaningful title and description. - Click "Create pull request" again to submit the pull request. Your changes will now be submitted as a pull request to the original repository, and the maintainers can review and merge them. ### Product Name C4GT ### Organisation Name C4GT ### Tech Skills Needed Markdown ### Mentor(s) @Shruti3004 ### Complexity Beginner ### Category Documentation