In the fast-paced world of micromobility, the Internet of Things (IoT) device has emerged as a game-changer, transforming the way we navigate our cities. The integration of IoT technology with micro-mobility solutions, such as e-scooters and bike-sharing systems, has ushered in a new era of convenience and efficiency. IoT-enabled micromobility devices are now equipped with an array of sensors and connectivity features, allowing real-time data collection and analysis. However, through our own experience of being a fleet manager for Bird scooters, IoT devices boast a lot of connectivity issues deemed to have an unknown cause in our workspace.