All work — Products — 2026
MoodMix Lab
Mood-to-music recommendation lab that turns a felt state into an audio profile.
The problem
Recommendation demos hide their logic behind a black box.
How I approached it
Mood inputs map to explicit audio-feature targets — energy, valence, tempo — and the matching weights are exposed in the UI.
The outcome
Recommendations you can inspect and argue with.
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