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AI Bias Detection & Mitigation Tool for Hiring Models
My role: AI/ML Engineer & Fairness Auditor
Project description:
AI Bias Detection and Mitigation Framework for Recruitment Systems.
Built a complete, production-ready tool that:
Detects gender, race, and age bias in hiring ML models
Uses industry-standard fairness metrics (Disparate Impact, Demographic Parity, Equal Opportunity)
Applies Reweighing mitigation (AIF360) → improves fairness while keeping accuracy loss < 2%
Includes interactive Gradio demo for live testing
Full business impact section + compliance notes (EEOC 4/5th rule, GDPR, EU AI Act)
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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I started with this question: Can AI better serve the needs of artists and makers in a meaningful way?
I'm a self-taught embroidery artist, and when i was learning, i would spend days on just planning my design before piercing needle through cloth. Print, trace, transfer, erase, redraw, repeat - my hands were itchinggg to get started, but mistakes at this stage were costly!
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Let me know if you give it a try! 😊
this is amazing
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