In this talk, I will share the experience from AirQo (https://airqo.africa) on the development of low-cost sensing technology and applying machine learning to advance air quality monitoring, modelling and analysis in African cities. I will also talk about how we are leveraging digital technologies to achieve and inform interventions that contribute to clean air actions.