# Gremliny

- **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:** [Nuriddin Zhanbolat](https://cerebralvalley.ai/u/Net-_-1), [Alexander Onoiko](https://cerebralvalley.ai/u/Qxwaii)
- **GitHub:** https://github.com/nur1dd1n/synthetic-data-factory_Meta
- **Demo video:** https://youtu.be/b3a2XlAascI
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2845

Synthetic Data Factory helps teams create synthetic datasets for machine learning and testing when access to real data is limited by privacy concerns or sharing restrictions.

Users upload a CSV dataset and describe their requirements in plain English. Meta AI proposes a generation plan, Python and SDV generate synthetic records, and our evaluation pipeline assesses statistical similarity, privacy risk, and ML utility. An AI-assisted improvement loop suggests refinements based on the results.

Potential applications span many sectors:
• Finance: generating transaction data to develop and evaluate fraud-detection models.
• Healthcare: creating synthetic patient-like tables for research prototypes and analytics development.
• Retail and e-commerce: simulating purchase patterns for recommendation and demand-forecasting experiments.
• Education: providing realistic datasets for students and researchers without sharing original personal records.
• Enterprise software: generating test data for applications and collaboration with external developers.

The platform brings generation, evaluation, and downloadable datasets into one interactive workflow. It helps teams explore alternatives to sharing sensitive records while making the trade-offs between data quality, usefulness, and privacy visible. Synthetic data is not automatically private, so risk assessment is a core part of our approach.

## More from Meta Global AI Developer Hackathon

- [watchverify](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2842)
- [AI - Aaron Intelligence](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2843)
- [ALMA MACHT](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2844)
- [StackOverlords](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2846)
- [OptiRoute AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2847)
- [Patient Twin](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2848)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2845. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt