Rapid urbanization in many developed countries has brought upon a significant increase in city traffic congestion. This has led to the rise of micro-mobility as it is seen as a more convenient form of personal transportation by the general public. However, as more people switch to using micro-mobility devices to travel around the city, there has been a serious surge in MMD-related accidents in Singapore over these few years. As a result, the Land Transport Authority has resorted to implementing strict regulations such as banning all Personal Mobility Devices and Power Assisted Bicycles from footpaths all together. This is a huge setback to Singapore’s goal of becoming a car-lite society where sustainable transport and future mobility is hig...