🚀 RedRank AI

AI-powered intelligent candidate discovery and ranking platform.

RedRank AI helps recruiters intelligently rank candidates using semantic AI matching, recruiter signals, skills analysis, and career progression instead of relying on keyword-based filtering.

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✨ Features

• 📄 Upload Job Description (PDF / DOCX / TXT)
• 🤖 AI-powered candidate ranking
• 🎯 Semantic skill matching
• 📊 Match score generation
• 👨‍💻 Candidate search & filtering
• 📈 Recruiter analytics dashboard
• 💡 AI explanation for every recommendation
• 📁 Export ranked candidates to CSV
• ⚡ Fast ranking of 100,000 candidate profiles

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🏗 Architecture

Job Description ↓ JD Parsing ↓ Skill Extraction ↓ Semantic Matching ↓ Candidate Ranking Engine ↓ Top Ranked Candidates ↓ Recruiter Dashboard

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🛠 Tech Stack

Frontend

• React
• Vite
• Tailwind CSS

Backend

• Python
• Flask

AI / Ranking

• Semantic Matching
• Rule-based AI Ranking
• Candidate Skill Analysis
• Career Progression Analysis

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📂 Project Structure

RedRank-AI
│
├── Data
├── Scripts
├── recruiter-dashboard
├── Outputs
├── Uploads
├── api.py
├── requirements.txt
└── README.md

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⚙ Installation

Clone the repository

git clone https://github.com/YuvrajGora/RedRankAI.git

Install Python dependencies

pip install -r requirements.txt

Run Backend

python api.py

Run Frontend

cd recruiter-dashboard
npm install
npm run dev

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📸 Screenshots

Landing Page

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AI Recruitment Dashboard

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Candidate Ranking

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🚀 Future Improvements

• LLM-based resume understanding
• Explainable AI ranking
• Interview scheduling
• Recruiter authentication
• Cloud deployment
• Multi-job comparison

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👥 Team

The OG Player

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👨‍💻 Author

Yuvraj Gora

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Built for the RedRob AI Hackathon ❤️