SafeHire-AI-Powered Job Scam Detection Platform

Описание: SafeHire is an AI-powered job search platform designed to protect job seekers from fake and fraudulent job postings. In this project, I built a system that not only aggregates job listings but also analyzes them in real time using machine learning and NLP to detect scam patterns and assign a scam risk score before users apply.

🚨 What SafeHire Does

Detects and flags potentially fraudulent job postings

Assigns real-time scam risk scores with clear explanations

Allows users to report suspicious jobs to improve detection accuracy

Provides a safe and transparent job search experience

Sends alerts for high-risk jobs and upcoming deadlines

🛠️ Tech Stack

Frontend: React / Next.js

Backend: Node.js / Flask / FastAPI

AI & ML: NLP, Machine Learning Models, Fraud Detection

Database: PostgreSQL / MongoDB

Deployment: Cloud Hosting / Serverless Architecture

💡 Why This Matters
Online job scams are increasing, and many job seekers lose time, money, and personal information through fake job postings. SafeHire focuses on building trust and safety into the hiring process by warning users before they apply, not after.

📌 Hackathon Project
This project was built as part of a hackathon to explore how AI can be used for real-world trust and safety challenges in online platforms.