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 e