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+# DomainShield
+
+**Privacy-first AI for LLM pipelines**
+
+DomainShield is a research initiative focused on detecting and protecting sensitive data in large language model pipelines.
+
+## What we do
+- PII detection and anonymization
+- Domain-specific entity protection
+- Privacy-preserving AI architectures
+- Multilingual data security
+
+## Approach
+We explore prompting, fine-tuning, and modular pipeline designs to enable safe use of third-party LLMs without exposing sensitive information.
+
+## Status
+Active research project. Demo and models coming soon.