🚀 HireIQ – AI-Powered Resume Matcher for HR

Smart. Fast. Bias-Free Hiring.

HireIQ is an AI-powered recruitment platform that automates resume screening using intelligent parsing, skill extraction, vector embeddings, and candidate-job matching. It aims to make hiring faster, fairer, and more efficient for HR teams.

---

✨ Key Features

🔐 Authentication

• Secure HR login with multiple OAuth Support

• Other Logged in devices access

• API protection

🧳 Job Management

• Create, view, update and delete job postings
• Required vs Good-to-Have skills
• Automatic job description embeddings for matching

📄 Resume Upload & Parsing

• Upload multiple resumes at once
• Secure PDF storage
• PDF text extraction
• AI-powered + dictionary-based skill extraction
• Skill normalization to canonical form

🧠 AI Matching Engine

• Candidate-to-job similarity scoring
• Vector embeddings
• Weighted skill matching
• Ranked candidate list with score breakdown

📊 HR Dashboard

• Job listing management
• Candidate pipeline
• Match results visualization

---

🛠️ Technology Stack

Frontend

• React.js
• Tailwind CSS
• ShadCN
• Vite
• Axios
• React Router

Backend

• Node.js
• Express.js
• Multer
• PDF-Parse v2
• Cloudinary SDK
• Mongoose
• Custom AI Matching Engine
• Skill Dictionary & Normalization Logic

Storage & AI

• MongoDB Atlas
• Cloudinary
• AI Embedding Generator (custom)

Deployment

• Frontend → Vercel
• Backend → Render

🚀 Running Locally

Backend

cd apps/server
npm install
npm run dev

Frontend

cd apps/client
npm install
npm run dev

---

🎯 Real-World Impact

HR Teams

• 10× faster screening
• No manual resume scanning
• Data-driven hiring
• Instant shortlist generation

Candidates

• Fair skill-based evaluation
• No bias based on formatting or background
• Higher visibility for deserving talent

Businesses

• Reduced hiring cost
• Better talent quality
• Faster hiring cycles

---

🚀 Future Scope (High-Value)

🌐 1. LLM-Powered Resume Understanding

• Detailed experience extraction
• Role-fit analysis
• Explanation-based scoring

🎤 2. AI Interviewer Module

• Voice analysis
• Behavioral signals
• Technical Q&A auto-evaluation

🌎 3. Multi-Language Parsing

• Support for Indian & global languages
• OCR for scanned resumes

🔎 4. Fake Resume Detection

• Cross-referencing GitHub/LinkedIn
• Project verification

🧠 5. Smart JD Generator

• AI-generated job descriptions
• Skill gap analysis

🏢 6. ATS Integration for Enterprises

• Lever & Greenhouse API integration
• Marketplace for talent discovery

📊 7. Hiring Analytics Dashboard

• Bias detection
• Skill market trends
• Conversion funnel insights

---

🏆 Why HireIQ Matters

“We’re not just filtering resumes — we’re building the future of fair, fast, and intelligent hiring.”

HireIQ transforms inefficient, biased hiring processes into a scalable, AI-powered recruitment engine, empowering HR teams and equalizing opportunities for candidates globally.

---

🙏 Contributor

Debasis Khamari — Full Stack Web Developer

---