{Kigali, the capital city of Rwanda, is a bustling metropolis with a rapidly growing population. As the city expands, so does the demand for public transportation. While the city has made significant strides in improving its transportation infrastructure, a persistent issue continues to plague commuters and policymakers alike: the overcrowding of passengers in public transport buses.}