video1.0<iframe src="https://www.loom.com/embed/0ff3d9fabb67411189398f8315e9af9e" frameborder="0" width="1658" height="1243" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>12431658Loomhttps://www.loom.com12431658https://cdn.loom.com/sessions/thumbnails/0ff3d9fabb67411189398f8315e9af9e-a56778afd9e5f689.gif136.342I demo my Music Recommender System end to end. It takes my user input, loads songs from a small database with real tracks and song notes, filters by genre and wood tech, combines unique candidates, then scores and ranks them using my commander logic. I run the main file to test different user profiles, and it outputs five ranked recommendations. I also run an evaluation harness that uses the song notes for full end to end workflow. No action is requested from viewers in this demo.