Singapore, a metropolis celebrated for its cutting-edge infrastructure and successful transportation network, is suffering from a silent revolution on its roads and park connectors: the rise of electric bicycles, or bikes. Given that the nation continues to emphasize sustainability, minimize carbon emissions, and encourage more healthy lifestyles,