Career AI Coach

Resume Analyzer , Resume Summarizer , Mock Interview Generation Architechture

Photo :

🚀 AI Career Copilot

An AI-powered career platform that helps developers analyze resumes, find jobs, track applications, prepare for interviews, and improve their GitHub profile using intelligent agents.

Built with a modern full-stack architecture (MERN + AI integration) to automate and enhance the job hunting experience.

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🎥 Demo

📺 Project Demo Video

Watch the Demo

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📌 Features

🤖 AI Resume Analyzer

• Upload or paste resume
• AI analyzes strengths and weaknesses
• Suggests improvements for ATS optimization
• Provides structured feedback

🔍 AI Job Scraper

• Scrapes job listings automatically
• Shows relevant job opportunities
• Stores jobs in the database for quick access

🤝 Referral Agent

• AI suggests possible referral opportunities
• Helps users identify people who can refer them

🧠 GitHub Profile Scorer

• Analyzes GitHub profile
• Scores repositories and activity
• Provides suggestions to improve profile quality

📋 Job Application Tracker

• Track all applied jobs
• View application status
• Manage job pipeline in one place

🎯 AI Interview Preparation

• Generates interview questions
• Helps prepare for technical interviews
• Stores interview preparation sessions

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🏗️ Tech Stack

Frontend

• React
• Tailwind CSS
• Framer Motion
• Axios
• React Router

Backend

• Node.js
• Express.js
• MongoDB
• Mongoose

AI Integration

• Gemini API
• AI Agents for resume analysis & interview prep

Other Tools

• REST APIs
• GitHub API
• Web scraping tools

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Folder Structure :

DoubleSlash4.0_Quantum_Rebels
│
├── Backend
│   ├── config
│   │   ├── cloudinary.js
│   │   ├── db.js
│   │   └── gemini.js
│   │
│   ├── controllers
│   │   ├── analysisController.js
│   │   ├── applicationController.js
│   │   ├── authController.js
│   │   ├── interviewController.js
│   │   ├── jobController.js
│   │   ├── jobMatchController.js
│   │   └── resumeController.js
│   │
│   ├── middlewares
│   │   ├── authMiddleware.js
│   │   ├── roleMiddleware.js
│   │   └── uploadMiddleware.js
│   │
│   ├── models
│   │   ├── User.js
│   │   ├── Job.js
│   │   ├── Resume.js
│   │   ├── Application.js
│   │   ├── Interview.js
│   │   └── Analysis.js
│   │
│   ├── routes
│   └── server.js
│
│
├── Frontend
│   ├── src
│   │   ├── components
│   │   │   ├── Button.tsx
│   │   │   └── Card.tsx
│   │   │
│   │   ├── context
│   │   │   ├── AuthContext.jsx
│   │   │   └── ThemeContext.jsx
│   │   │
│   │   ├── layouts
│   │   │   └── DashboardLayout.jsx
│   │   │
│   │   ├── pages
│   │   │   ├── candidate
│   │   │   │   ├── Dashboard.tsx
│   │   │   │   ├── Jobs.tsx
│   │   │   │   ├── ResumeAnalyzer.tsx
│   │   │   │   ├── MockInterview.tsx
│   │   │   │   └── AppliedJobs.tsx
│   │   │   │
│   │   │   └── recruiter
│   │   │       ├── Dashboard.tsx
│   │   │       ├── ManageJobs.tsx
│   │   │       ├── Applications.tsx
│   │   │       └── PostJob.tsx
│   │   │
│   │   ├── services
│   │   │   ├── api.js
│   │   │   └── authService.js
│   │   │
│   │   ├── types
│   │   │   └── index.ts
│   │   │
│   │   └── main.tsx
│
└── README.md

System Architechture :

Frontend (React + Vite)
                         │
                         │ API Calls
                         ▼
               Backend (Node.js + Express)
                         │
                         │
              Business Logic & Controllers
                         │
                         ▼
                  MongoDB Database
                         │
                         ▼
               Cloudinary (Resume Uploads)

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🛠️ Installation

1️⃣ Clone the Repository

git clone https://github.com/yourusername/ai-career-copilot.git
cd ai-career-copilot

2️⃣ Setup Backend

cd Backend
npm install

Create .env file

GEMINI_API_KEYS=your_api_keys
PORT=your_port
GROQ_API_KEY=your_grq_api
MONGO_URL=your_mongo_url
CLOUDINARY_CLOUD_NAME=your_cloud_name
CLOUDINARY_API_KEY=your_api_key
CLOUDINARY_API_SECRET=your_api_secret
JWT_REFRESH_TOKEN_EXPIRES_IN=your_token_expiry
JWT_ACCESS_TOKEN_EXPIRES_IN=your_token_expiry
JWT_ACCESS_TOKEN_SECRET_KEY=your_access_token_secret_key    
REFRESH_TOKEN_SECRET_KEY=your_refresh_token_secret_key
FRONTEND_URL=http://localhost:5173

Run backend

npm run dev

3️⃣ Setup Frontend

cd Frontend
npm install
npm run dev