AI-Powered CV Generator
A full-stack system using React 19, Node.js, and MongoDB that automates the CV lifecycle through natural language commands via Claude Desktop.
Dashboard (Manual Mode)
Managing CVs via the manual interface.
Overview
Built a full-stack system using React 19, Node.js, and MongoDB that automates the CV lifecycle through natural language commands via Claude Desktop.
The Problem
Creating and formatting professional CVs is often tedious and time-consuming. Users need a way to generate professional resumes through simple conversational interfaces.
The Approach
Integrated MCP servers to fetch user data and generate professional PDFs in Europass, Modern, and Classic formats using Python and ReportLab.
CV Generation workflow
The AI-Powered CV Generator automates resume creation from initial prompt to PDF generation, leveraging MCP servers to gather data and Claude Desktop for intelligence.
My Contribution
Developed the full-stack MERN application, integrated MCP servers for natural language processing, and implemented the PDF generation logic using Python and ReportLab.
Key Capabilities
- Natural language CV generation
- Claude Desktop integration
- MCP server integration
- Europass, Modern, and Classic PDF formats
- MERN stack backend for data management
Technology Stack
Project Context
Full-Stack AI Project integrating MERN and MCP.