Markus Remote (Singapore)
SongBot ( https://hungry-ardinghelli-134d3b.netlify.app/ ) is a web app in beta that leverages deep learning and natural language processing to automatically sort a Spotify user's songs into playlists by "vibe". In my Spotify library, I have about 3000 songs. If I play them on shuffle, the transitions between songs will sound jarring: some happy or sad, loud or soft. I try to organise them into playlists myself, but not being an organisation master, the playlists stop sounding "coherent" after a few months, as I absent-mindedly add more songs to a preexisting playlist.  Why spend hours organising them  again , if a  bot  can sort it for you? If this is you, you may be interested in helping build the app from private beta to general release. Currently, the clumsily-built site is  here .