This document provides a concise overview of the REDMANE Data Registry system and its key components. The aim of the Fast Track Report is to help new interns or interested contributors familiarize themselves with the projects, its architecture, and development of workflow in rapid time. Estimated reading times are included for each section to help readers efficiently navigate the material and prioritize relevant parts.