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AI-Powered Fake Job Posting Detector (JobShield AI)
An AI-powered fake job detection platform that analyses job postings using machine learning and assigns a legitimacy score to protect job seekers from recruitment scams.
PythonMachine LearningNatural Language ProcessingNLPRandom ForestSupport Vector MachineScikit-learnChrome ExtensionJavaScriptHTMLCSSREST APIMCA Verification APIGST VerificationLinkedIn IntegrationCloud Infrastructure
Project Overview
JobShield AI is a machine learning-based fake job posting detection platform designed to protect Indian job seekers from fraudulent recruitment advertisements. It analyses job postings using 40+ detection signals across company verification, language and content analysis, salary anomaly detection, contact information consistency, and recruiter behaviour history. The system generates a Legitimacy Score between 0 and 100 to help users identify genuine and suspicious job opportunities before applying. It is designed as a dual-product solution consisting of a freemium browser extension for individual job seekers and a B2B API for recruitment portals. The browser extension works across major job platforms such as Naukri, LinkedIn, Indeed, and other job portals. The platform also supports company verification through MCA, GST, LinkedIn, and website domain checks, with future expansion planned for WhatsApp-based job scam monitoring.
Features
- AI-powered fake job posting detection
- Analysis of 40+ job posting detection signals
- Generates a Legitimacy Score between 0 and 100
- Company registration verification through MCA
- GST number verification
- LinkedIn company profile verification
- Company website domain age checking
- Job description analysis using NLP
- Detection of suspicious and misleading job descriptions
- Identification of grammatical errors and copy-paste patterns
- Unrealistic salary offer detection
- Salary comparison with industry benchmarks
- Recruiter email domain verification
- Phone number and contact information verification
- Recruiter behaviour and posting history analysis
- Detection of advance fee job scams
- Detection of suspicious Aadhaar and bank detail requests
- Ghost company identification
- Chrome and Firefox browser extension support
- Real-time job posting analysis
- Green, Yellow and Red risk indicators
- Suspicious recruiter and company database
- Browser extension for Naukri, LinkedIn and Indeed
- B2B REST API for job portals
- Freemium user subscription model
- Premium scam reports and blacklist access
- WhatsApp job monitoring planned for Phase 2
Project Information
- Type
- mini
- Difficulty
- intermediate
- Category
- MBA Mini Project-I
Available Files
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