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README.md
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```markdown
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---
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title: DataAnonymiser
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emoji: π‘οΈ
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colorFrom: blue
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pinned: false
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# DataAnonymiser
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**Local-first PII detection and anonymisation for AI workflows.**
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DataAnonymiser helps
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π **[dataanonymiser.com](https://dataanonymiser.com)**
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Using AI with confidential information creates a simple problem: sensitive data may leave your device before it is processed.
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DataAnonymiser is built around a
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**Original data β Detect PII locally β Anonymise β Use with AI**
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## What we're working on
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- Local-first processing
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- Sensitive data protection for LLM workflows
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## Why local-first?
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DataAnonymiser is designed
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## Hugging Face
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We use this organization to explore and share resources related to:
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[https://dataanonymiser.com](https://dataanonymiser.com)
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```
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---
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title: DataAnonymiser
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emoji: π‘οΈ
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colorFrom: blue
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pinned: false
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---
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# π‘οΈ DataAnonymiser
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**Local-first PII detection and anonymisation for AI workflows.**
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DataAnonymiser helps detect and anonymise sensitive information before documents and data are shared with AI systems.
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π **[dataanonymiser.com](https://dataanonymiser.com)**
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Using AI with confidential information creates a simple problem: sensitive data may leave your device before it is processed.
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DataAnonymiser is built around a privacy-first workflow:
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**Original data β Detect PII locally β Anonymise β Use with AI**
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## What we're working on
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* PII detection
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* Data anonymisation and pseudonymisation
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* Document, PDF, and image redaction
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* Privacy-preserving AI workflows
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* Local-first processing
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* Sensitive data protection for LLM workflows
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## Why local-first?
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Sending sensitive information to another cloud service for anonymisation can simply move the privacy problem elsewhere.
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DataAnonymiser is designed around processing sensitive information locally before it is shared with external AI services.
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## Our work on Hugging Face
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We use this organization to explore and share resources related to:
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* PII detection models
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* Data anonymisation
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* Privacy-preserving AI
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* Local inference
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* Evaluation and benchmarking
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* Document privacy
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Models, datasets, demos, and other resources will be added over time.
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## π‘οΈ DataAnonymiser
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**Protect sensitive data before sharing it with AI.**
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π [Visit dataanonymiser.com](https://dataanonymiser.com)
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