Production-ready Full Stack Generative AI Job Preparation Platform built with React, Node.js, Express, MongoDB, JWT Authentication, Gemini AI, and Puppeteer. Analyze resumes, detect skill gaps, generate ATS-optimized resumes, and prepare for interviews with AI.
A production-ready Full Stack Generative AI Web Application that helps job seekers prepare for technical interviews by leveraging Google Gemini AI.
The platform allows users to securely upload resumes, analyze job descriptions, identify missing skills, generate ATS-optimized resumes, and receive AI-generated interview questions based on their profile.
This project follows industry-standard architecture and demonstrates how Generative AI can be integrated into modern web applications.
- JWT Authentication
- Secure Login & Registration
- Password Hashing
- Protected Routes
- Token Blacklisting (Logout Security)
- Resume Upload
- Resume Parsing
- Skill Extraction
- Experience Detection
- Education Extraction
- Project Detection
Powered by Google Gemini API
- Resume Analysis
- Job Description Analysis
- Skill Gap Detection
- Personalized Learning Roadmap
- Interview Question Generation
- HR Interview Questions
- Technical Interview Questions
- Behavioral Questions
- Resume Feedback
- Career Suggestions
- ATS Score Analysis
- Resume Optimization
- Keyword Suggestions
- Improved Resume Generation
- AI-powered Resume Enhancement
Using Puppeteer
- Download ATS Resume
- Professional PDF Formatting
- Print Ready Resume
Built with React
- Modern UI
- Responsive Design
- Dashboard
- Resume Upload
- Interview Preparation
- ATS Report
- Profile Management
Built with Node.js & Express
- REST APIs
- JWT Authentication
- Middleware
- Gemini Integration
- Resume Processing
- PDF Generation
- Error Handling
- React.js
- React Router
- Axios
- Tailwind CSS
- Node.js
- Express.js
- MongoDB
- Mongoose
- JWT
- bcrypt
- Token Blacklisting
- Google Gemini API
- Puppeteer
- Multer
- dotenv
- CORS
- Express Validator
GenAI-Job-Prep-Platform/
│
├── client/
│ ├── public/
│ ├── src/
│ ├── components/
│ ├── pages/
│ ├── hooks/
│ ├── services/
│ ├── context/
│ ├── assets/
│ └── utils/
│
├── server/
│ ├── config/
│ ├── controllers/
│ ├── middleware/
│ ├── models/
│ ├── routes/
│ ├── services/
│ ├── utils/
│ ├── uploads/
│ └── app.js
│
├── README.md
├── package.json
└── .env
User
│
▼
Login / Register
│
▼
Upload Resume
│
▼
Resume Parsing
│
▼
Skill Extraction
│
▼
Paste Job Description
│
▼
Gemini AI Analysis
│
▼
Skill Gap Detection
│
▼
ATS Resume Optimization
│
▼
Generate Interview Questions
│
▼
Download Professional Resume PDF
This project demonstrates:
- Full Stack Web Development
- React Architecture
- Node.js API Development
- JWT Authentication
- Secure Token Blacklisting
- REST API Design
- MongoDB Database Design
- Google Gemini AI Integration
- Prompt Engineering
- Resume Parsing
- ATS Optimization
- Puppeteer PDF Generation
- Production Folder Structure
- Error Handling
- Middleware Design
- File Upload Handling
- AI Mock Interviews
- Voice-Based Interviews
- Speech-to-Text
- Video Interview Analysis
- Job Recommendation System
- LinkedIn Profile Analysis
- Resume Version History
- Email Notifications
- Admin Dashboard
- Analytics Dashboard
This project simulates a real-world SaaS application used by job seekers.
It combines:
- Full Stack Development
- Generative AI
- Authentication
- Resume Processing
- ATS Optimization
- Interview Preparation
making it an excellent portfolio project for aspiring Full Stack Developers and Generative AI Engineers.
Chidananda B N
Computer Science Engineer
Passionate about
- Full Stack Development
- Generative AI
- Machine Learning
- Building Production-Ready Applications