# VoiceGuardAI

- **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:** [Aniket Chikse](https://cerebralvalley.ai/u/cyberaniket)
- **GitHub:** https://github.com/cyberaniket101/DataPipeAI
- **Demo video:** https://youtu.be/mzYYUagTDMo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5360

DatapipeAI is an agentic platform that turns a plain-English request into a labeled, versioned dataset, built on Meta's Muse Spark.

You describe the dataset in a chat. A Muse-powered spec agent drafts the labels, examples, guidelines and a cost estimate before anything runs. Muse Spark generates the items, two independent labelers (Muse Spark 1.3 and 1.2) label every one, and a judge settles disagreements. Uncertain items go to a human review queue, and what people approve becomes the gold set. QA removes duplicates and flags PII. The output is a versioned dataset (JSONL, CSV, Parquet) with a datasheet, a quality report and a cost receipt.

Built for production: every model call is cost-tracked live and reconciled against the run, budgets pause a run automatically if the projected cost climbs, and a usage dashboard shows spend by day, project, model and step. It also has row-level security, hashed API keys, an access audit log and delete-my-data. Customer data runs only on Muse Standard models, never on models that train on it.

In the demo: 100 labeled items in under 2 minutes for $0.10, exactly the estimate. Over 600 automated tests.

Stack: Next.js, FastAPI, Celery and Redis, Supabase. Next: a Muse research crew that sources real web data, with provenance on every row.

## More from Meta Global AI Developer Hackathon

- [Remtekindo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5357)
- [MetaMate](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5358)
- [SoundScope](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5359)
- [Kody Anh Nguyen](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5361)
- [Wyrd](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5362)
- [Ploonu](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5363)

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