SpotifyScraper is a public Python scraper for extracting Spotify data without requiring an API key. It is a practical example of the kind of work I enjoy: understand the boundary conditions, make the interface useful, and keep improving the result in public.
Why it matters
The repository has become a useful tool for other developers while remaining an active learning loop. Public usage, feedback, and iteration make the system more legible over time.
What it demonstrates
- Working through an external system’s behavior rather than assuming a perfect interface.
- Packaging the result so another developer can use it.
- Maintaining a real project after the first implementation.
- Treating documentation and tests as part of the product.