Rural areas in Sabah, Malaysia, face significant challenges that impact local communities. The road infrastructure is often poor, with unpaved, pothole-ridden paths that become treacherous during the rainy season. This poor connectivity isolates communities, making access to nearby towns and villages difficult and time-consuming. Unsafe bridges further exacerbate travel risks. These conditions hinder economic activities,…