ScamSniff - AI-Powered Fake Job Offer Detector | Hackathon Project Demo

Welcome to the official video demonstration of ScamSniff, an AI-powered platform designed to detect and flag fake job offers and protect job seekers from employment fraud.

This project was built and submitted by Team Veltrix for the Hack-Aarambh Hackathon.

🔗 Live Project Link: https://hack-aarambh-movs.vercel.app/
💻 GitHub Repository: [Aapki GitHub Repository ka Link Yahan Dalein]

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### 🔍 What is ScamSniff?
ScamSniff is a dual-layer AI security platform that analyzes job offer descriptions and PDF offer letters. It calculates a risk score based on deep learning and textual analysis to verify the legitimacy of job postings, saving users from identity theft and financial fraud.

### 🚀 Key Features:
- Dual-Layer AI Model (RoBERTa Transformer + Logistic Regression)
- Instant Text & PDF Offer Scanning
- Admin Security Telemetry & Analytics Dashboard
- Secure Email-Verified Sign-Up/Sign-In flow

### 🛠️ Tech Stack:
- Frontend: React.js, Vite, Custom CSS (Futuristic Glassmorphic UI)
- Backend: Node.js, Express.js (via NestJS Framework), PostgreSQL (Neon Serverless)
- AI Engine: Python, Hugging Face Transformers (RoBERTa), Scikit-Learn
- Deployment: Vercel (Frontend & Backend)

### 👥 Team Veltrix:
- Kiran Dekaliya (Team Leader & Lead Full-Stack Architect)
- Dhruvilkumar Patel (AI & Core Backend Engineer)
- Narvin Sachaniya (Frontend & Integration Developer)

If you like this project, please star our GitHub repository! ⭐

Видео ScamSniff - AI-Powered Fake Job Offer Detector | Hackathon Project Demo канала CodeZen