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I've always loved discovering new music, so I built a tool to make it easier. Describe a vibe in plain English, get back 30-second previews of songs you'd actually like, filter by genre, tempo, danceability, and heart the ones you love directly into your Spotify or Apple Music playlists. Built custom recommendation algorithms on top of the Spotify and Apple Music APIs with full OAuth integration. This was early-stage AI, before any of the major platforms had anything like it. Grew to 5,000 monthly users before Spotify shipped their own version of the same feature, so I shut it down.