# Bangladesh - 1

- **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:** [Abdul Af Adil](https://cerebralvalley.ai/u/abdulafadil)
- **GitHub:** https://github.com/abdulafadil374-byte?tab=repositories
- **Demo video:** https://drive.google.com/file/d/1_WhmF5nO4L8rYzz-RAliS0oJXP3-eXri/view?usp=drivesdk
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/332

A Multilingual Context-Aware AI Moderation and Cyberbullying Shield powered by Meta Model API (muse-spark-1.3) and a multi-layered offline fallback engine. It accurately detects hate speech, threats, and subtle sarcasm (such as complex French and regional idioms) across 100+ global languages. It solves the critical limitation of traditional AI filters that fail to recognize sarcastic or hidden toxic phrases, providing a robust, real-time moderation solution through an interactive Gradio UI.

## More from Meta Global AI Developer Hackathon

- [Uniq minds](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/329)
- [Sisi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/330)
- [The Jamesian Layer](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/331)
- [Muse IoT](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/333)
- [Plumbline](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/334)
- [Board To Life](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/335)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/332. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt