AI fairness

Building Smart Fairness Analyzer: An AI-Powered Bias Detection App with MongoDB & NLP

This project introduces the Smart Fairness Analyzer, a platform developed to detect and audit gender, racial, age, and socioeconomic biases in AI responses in real time. The tool uses academic ML fairness metrics and stores full audit trails in MongoDB for analysis.