From Localhost to Cloud: Architecting EquiDex, an AI Bias Detection Platform

Building EquiDex ~ an AI-powered platform designed to audit and detect bias in hiring algorithms was an ambitious undertaking. The goal was to process massive datasets, run them through Google’s Gemini models, and generate legally formatted compliance reports in real-time. While the core logic was sound on local machine, deploying a full-stack, AI-integrated application to the cloud introduced an entirely new class of engineering challenges. EquiDex in action 👇 https://youtu.be/hNCHpyAO-ZQ?si=m