Natural Language Playlist is an AI-generated mixtape platform created by Abelardo Riojas, a Data Science graduate student. It uses Transformer language models to construct playlists based on user-specified queries. It is able to understand and interpret complex lyrical themes, musical features, and popular trends from different time periods. Natural Language Playlist is designed to help users discover new music and broaden their musical horizons. It is accompanied by a website designed by Alex Pelta, a full-stack software engineer and front-end designer. The website provides instructions, a list of examples, and contact information for inquiries. It also accepts submissions from independent music artists who wish to feature their songs on the platform.