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TrueCompany Shield Main Dashboard with risk analytics.
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Employer Verification panel using hardcoded check gates.
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AI Fraud Message Scanner analyzing scam patterns via NLP.
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Live State Inspector displaying rule results in JSON format.
Inspiration
Every day, thousands of students and freshers fall victim to fake job scams on online recruitment portals. Fraudulent entities pose as real employers to steal money through registration fees, medical check-up charges, or training fees. We built this project to act as a digital shield for job seekers, ensuring nobody loses their hard-earned money while searching for employment.
What it does
Our project is an AI-powered verification platform that protects job seekers by identifying scam employment patterns. It analyzes employer details and verifies company status using simulated government checkpoints (GST/CIN status). It also includes a natural language processing (NLP) scam message scanner and a browser extension model to alert users directly on popular job websites.
Key Features
- GST & CIN Verification Simulation: Cross-checks company registration details to ensure the employer is legally active.
- AI Fraud Message Scanner: Uses NLP to scan emails, WhatsApp messages, or job descriptions for scam flags (e.g., upfront payment demands).
- Chrome Extension UI: Visualizes real-time safety scores directly on job application portals.
- Student Safety Dashboard: Provides users with a clear visual index of Safe, Caution, and Danger job alerts.
Technologies Used
- HTML5, Tailwind CSS
- JavaScript
- Python, Natural Language Processing (NLP)
- Markdown
Target Users
- College students seeking internships and part-time roles.
- Fresh graduates looking for their first job.
- Online platform administrators aiming to curb recruitment fraud.
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for TrueCompany Shield
Built With
- html
- javascript
- python
- tailwind-css
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