DEMO LINK:-https://drive.google.com/file/d/1NYM678yor7DQ5xMeLFnsbnA3cLJe6g86/view?usp=sharing

AVIRI - Authentic Virtual Identity Recruitment Interface

AVIRI transforms hiring by converting resumes into engaging AI-driven video pitches. Recruiters interact with candidate avatars via real-time chat, making talent discovery fast, visual, and interactive.

🔗 GitHub Repository: itsvamz/LinkedIn-Hack

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🔍 Problem

Recruiters spend too much time on manual resume review, repetitive calls, and outdated systems. AVIRI streamlines this with a smart, visual, and interactive hiring experience that feels as easy as scrolling reels.

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🚀 What It Does

• Generates video avatars from resumes and photos
• Provides a chat interface powered by Hugging Face for recruiter-agent interaction
• Displays candidates in a swipe-style carousel UI
• Supports bookmarking, liking, messaging, and dark mode
• Enables inclusive hiring with accessibility and multilingual pitch support

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💡 Key Features

• Resume Parsing: Converts resume into structured profile info
• Pitch Video Generation: Uses SadTalker, EdgeTTS, FFmpeg for video synthesis
• Avatar Chat: Hugging Face models power real-time AI conversations
• Carousel UI: Swipe left/right to shortlist or reject candidates
• Background Removal: rembg and face_recognition for clean avatar videos
• Inclusive UI: Accessibility mode, dark mode, multilingual agents

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🛠️ Tech Stack

Component	Tech Used
Frontend	React.js
Backend	Node.js, Express.js (Nodemon)
Database	MongoDB
Resume Parsing	Python
Chatbot Integration	Hugging Face Transformers (LLM models)
Video Generation	SadTalker, EdgeTTS, FFmpeg
Image Processing	rembg, face_recognition

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📁 Folder Structure

LinkedIn-Hack/

├── Avatar/ # Talking avatar

generation (SadTalker, etc.)

├── backend/ # Node.js backend

│ ├── app.js

│ └── routes/

│ └── controllers/

├── frontend/ # React-based

frontend

├── models/

│ └── Elevator pitch/ # Parsed

resume text , pitch scripts

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🧪 How to Run

1. Clone the repository

git clone https://github.com/itsvamz/LinkedIn-Hack.git
cd LinkedIn-Hack

2. Backend setup

cd backend
npm install
npx nodemon app.js

2. Frontend setup

cd frontend
npm install
npm run dev

⚠️ Make sure to configure .env with MongoDB URI, Hugging Face access token, and other credentials.

📦 Key Dependencies

react, axios, tailwindcss

express, mongoose, nodemon

huggingface, transformers, python-shell

formidable, ffmpeg-static, sadtalker

edgetts, rembg, face_recognition

✅ Future Enhancements Real-time live agent interviews

QR code to launch pitch on mobile

Dynamic pitch updates over time

Blockchain-based credential verification

deploy