# Introduction Post-disaster recovery is often marred by a series of errors that exacerbate the conditions of the most vulnerable populations. This paper presents a fairness-aware AI framework to prioritize post-flood aid distribution in Bangladesh, a country highly susceptible to recurring flood disasters.