The Challenge
Lack of visibility into dataset bias and biased model outputs, leading to unfair or skewed AI models in production.
Technical Decisions
Using Vertex AI pipelines to parse datasets securely and an intuitive React frontend to visually map and highlight bias hotspots.
What was Shipped
An AI-powered system that detects, visualizes, and explains bias within text and datasets, enabling developers to build fairer models.
