# Bruteforce

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Almaz Bissenbayev](https://cerebralvalley.ai/u/almazbisenbaev)
- **GitHub:** https://github.com/almazbisenbaev/sort-of-magic
- **Demo video:** https://youtu.be/ObjYf_Ly7DQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3612

Sort of Magic helps people clean messy CSV and Excel files. Upload a spreadsheet and the app finds extra spaces and duplicate rows. For inconsistent labels like “USA,” “U.S.,” and “United States,” Meta’s Muse Spark model suggests a consistent name. You can preview exactly which cells will change, apply the fixes you want, and undo any edit. Then download the cleaned spreadsheet as CSV or Excel.

Try it with the built-in sample at sortofmagic.vercel.app

## More from Meta Global AI Developer Hackathon

- [Call360 Colombia](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3609)
- [Mango](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3610)
- [Usher By Looma](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3611)
- [Frontier pilots](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3613)
- [Skapter](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3614)
- [HOL](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3615)

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