How I Engineered a Production-Grade AI Data Mapping Tool from Scratch-Architecture, Auth, and Real Deployment

The Brief When the team at Hiffai Tech Solutions came to me with the product concept an intelligent tool that could automate the painful, manual process of Source-to-Target Mapping (STTM) for data eng