BusGo: A Real-Time Bus Tracking Mobile Application Utilizing Kalman Filter Algorithm for Enhanced Transportation Management in Cavite Province is a mobile application that allows commuters to monitor the live location of buses and estimate their arrival times more accurately. By using the Kalman Filter Algorithm, the system reduces GPS errors and provides smoother, more reliable tracking results. This application is designed to improve the daily travel experience of commuters, assist operators in managing their fleets efficiently, and address issues of uncertain bus schedules and delays, thereby enhancing the overall transportation management in Cavite Province.