CVMorph - AI-Powered Interview Strategist

CVMorph is a full-stack web application designed to help job seekers land their dream roles. By analyzing your resume and the target job description, CVMorph leverages generative AI to create a highly personalized interview preparation plan, complete with skill gap analysis, targeted technical/behavioral questions, and a day-by-day preparation roadmap.

LIVE DEMO: https://cv-morph-nine.vercel.app/

Features

• Personalized AI Analysis: Generate a customized interview strategy based on your unique profile and specific job requirements.
• Match Scoring: Get an instant percentage score evaluating how well your resume matches the job description, along with identified skill gaps.
• Technical & Behavioral Questions: Practice with AI-generated questions tailored to the exact technologies and soft skills required by the employer. Complete with 'Intentions' and 'Model Answers'.
• Preparation Roadmap: Receive a day-by-day actionable roadmap leading up to your interview.
• Resume Upload & Parsing: Easily drag & drop your PDF or DOCX resume, or simply paste a quick self-description.
• Download Resume: Download your generated resume based on self description.
• Sleek, Dynamic UI: Built with a premium, responsive interface featuring dynamic animations and a modern dark aesthetic.

Tech Stack

Frontend

• React 19
• Vite (Build Tool)
• Tailwind CSS 4 (Styling & Animations)
• React Router (Navigation)
• Axios (API Client)

Backend

• Node.js & Express
• MongoDB via Mongoose (Database)
• Google GenAI API (@google/genai) for LLM analysis
• Puppeteer (For generating downloadable PDF resume)
• pdf-parse (For parsing uploaded resumes)
• JSON Web Tokens (JWT) & Bcrypt (Authentication)

Project Structure

This repository contains both the frontend and backend applications in a monorepo setup.

CVMorph/
├── Backend/                 # Express Server & API endpoints
│   ├── src/                 # Controllers, Models, Routes, Middlewares, Services
│   ├── server.js            # Entry point for the server
│   └── package.json         
└── Frontend/                # React/Vite application
    ├── src/                 # React components, pages, hooks, services, routing
    ├── index.html           
    ├── tailwind.config.js   
    └── package.json         

Getting Started

Follow these instructions to set up the project locally on your machine.

Prerequisites

• Node.js (v18 or higher recommended)
• MongoDB instance (local or Atlas)
• A Google Gemini API Key (for the AI generation features)

License

Created by Ankit Roy. All rights reserved.