During my internship at Patho Nepal, I noticed that our team was spending a lot of time on a repetitive and inefficient workflow for checking duplicate POIs (Points of Interest). Every time someone needed to run the process, they had to open VS Code, execute Python scripts manually, and if the server crashed or the session was interrupted, the whole setup had to be done again from the beginning. Since this happened quite often, it slowed down the team and affected productivity. To solve this problem, I built a web-based Duplicate POI Checker that made the entire process much smoother and easier to manage. Instead of relying on local scripts, the system worked through a session-based workflow where users could continue their progress without restarting everything after an interruption. I also integrated a cloud database to securely store session data and records, which made the application more reliable and accessible for the whole team. This project helped reduce manual effort, saved time, improved collaboration, and turned a frustrating process into a much more efficient and user-friendly system.