AI & ML
Song Popularity Prediction
An end-to-end ML pipeline joining 328K Billboard chart entries with 170K Spotify tracks, benchmarking KNN, SVM, Random Forest, and a PyTorch network — shipped as a CLI that rates any FLAC/MP3.
Flight recording
See it run
Spotify has retired the audio-features endpoint Predict.py calls, so the song’s features come from the response cached in the repo (same track). Training, evaluation and the saved neural net are the project’s own code.
Log photos