Our project aims to develop a classification model for rainfall prediction in Singapore, with a focus on providing accurate and timely forecasts to a range of users. Our user demographics would include individuals and businesses. An example of a use case would be for event planners to forecast the weather for the next two hours whenever they have an open-air event.