🛡️ BIAS.AI | Ethical AI Auditor

This is an automated Ethical AI Audit tool built for the Google Solution Challenge 2026. It detects systemic bias in datasets and provides actionable mitigation strategies using Google Gemini AI.

🚀 Features

• Automated Bias Detection: Scans datasets for disparities in sensitive columns (Gender, Race, etc.).
• Gemini AI Insights: Generates technical mitigation reports using LLM reasoning.
• Cloud-Ready: Fully containerized using Docker for easy deployment.
• Modern Dashboard: Clean UI built with Flask and Tailwind CSS.

🛠️ Technologies Used

• AI: Google Gemini Pro (Generative AI)
• Backend: Python 3.12, Flask
• Data: Pandas, NumPy
• DevOps: Docker
• Frontend: HTML5, CSS3 (Tailwind)

⚙️ Configuration & Setup

1. Prerequisites

• Install Docker
• Get a Google AI Studio API Key

2. Environment Setup

Add your Gemini API Key in app.py:

API_KEY = "YOUR_API_KEY_HERE"