This project focuses on developing an AI tool for bias detection in writing, integrating Flask-based APIs with a structured backend. It includes login and logout systems, an admin dashboard, approval-based user management, and a connected UI, demonstrating how frontend and backend components work together through practical implementation and guided mentoring sessions, covering folder structure, API flow, UI integration basics clearly.