2024 / Earlier project

Sortify

Playlists sorted by feel.

A Spotify-API app that sorts and recommends playlists by genre, mood and danceability. I built the backend recommendation logic on top of Spotify's audio-feature data to surface personalised picks for how a playlist actually feels.

Role: Backend + recommendations
Status: Earlier project
Evidence: Project summary

Audio-feature grouping

Audio features grouped into playlists. Conceptual illustration, not measured clusters.

01The context

Organising music around genre, mood and danceability.

02My contribution

Built backend recommendation logic using Spotify audio features.

03The approach

Python backend with the Spotify API.
Audio-feature-based playlist organisation and personalised recommendations.

04Evidence & limitations

Project summary retained from earlier portfolio work.

The boundaries of this account

No public evaluation, repository or current live service is supplied.

This is historical project work, not a claim about current Spotify API availability.

05Tools & methods

Python
Spotify API
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Knowtrients

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