AI Bias Audit - Object Detection Model (Retail Analytics)
My role :AI Bias & Fairness Specialist / ML Model Auditor
Project description:
Conducted a comprehensive fairness audit of an object detection model (YOLOv8-Large) for retail analytics, identifying gender, skin tone, and age biases. Delivered actionable mitigation recommendations including data rebalancing, adversarial debiasing, and post-processing calibration. Provided Python-based metrics, visualizations, and a detailed report to ensure ethical, reliable, and regulation-compliant AI
0 likes · 0 views · Mar 5, 2026
AI Bias Audit - Object Detection Model (Retail Analytics) My role :AI Bias & Fairness Specialist / ML Model Auditor Project description: Conducted a compreh...
