FairCheck is a browser-based tool that helps organizations detect hidden bias in datasets before they are used in automated decision-making systems like hiring, loans, or medical care.
Upload any CSV file and get instant bias analysis across sensitive attributes — gender, race, age, income, and more.
https://astounding-tiramisu-e979d5.netlify.app
- CSV upload with drag and drop
- Automatic sensitive column detection
- Bias score per column (0-100) with risk classification
- Visual charts for bias comparison
- Suggested fixes for each flagged column
- Gemini AI deep analysis and recommendations
- Built-in sample datasets for hiring, loans, and medical records
- HTML, CSS, JavaScript
- Chart.js for visualizations
- Gemini 2.0 Flash API
Solution Challenge 2026 — Build with AI Google x Hack2skill Problem Statement: Unbiased AI Decision