Automated custom music experiences generated using machine learning

Systems, methods, and computer-readable media are disclosed for using machine learning to generate automated custom media experiences. Example methods may include determining a first user identifier of a first user present in an environment, determining a first set of media preferences of the first user using media presented in association with the first user identifier, and determining a second user identifier of a second user present in the environment. Methods may include determining a second set of media preferences of the second user using media presented in association with the second user identifier, generating, using a first machine learning model, a first playlist of media using the first set of media preferences and the second set of media preferences for presentation to the first user and the second user, the first playlist comprising first media and second media, and causing audible presentation of the first media.