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README.md

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 short_description: At Chait Systems, we push the boundaries of Intelligence
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-# CHAIT SYSTEMS
-*Frontier AI Research*  
 
 ![Chait Systems Banner](./chaitsystemsbanner.png)
 
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-## 🔍 Vision  
-At **Chait Systems**, we push the boundaries of **AI, cognitive architectures, and scalable real-world applications**.  
-Our philosophy: **open research, reproducibility, and innovation-first engineering**.  
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-## 🧠 Research Pillars  
-- **AI Architectures** → beyond transformers, neuro-symbolic reasoning, world-model integration  
-- **Retrieval Systems** → RAG pipelines, vector databases, verification layers  
-- **Medical AI** → Medical embeddings, symptom mapping, compliance-ready engines  
-- **Frontier Apps** → aerospace optimization, biotech modeling, knowledge democratization  
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-## 🚀 Current Projects  
-- **ICD-11 RAG Engine** – embedded 16,563 ICD-11 entities with  LLM pipeline for clinical reasoning  
-- **Cognitive AI Engine** – Classified 
 
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-## 🌐 Connect With Us  
-📩 Email → [contact@chaitsystems.com](mailto:contact@chaitsystems.com)  
-🤗 HuggingFace → [huggingface.co/chaitsystems](https://huggingface.co/chaitsystems)  
-🌍 Website → [chaitnya.com](https://chaitnya.com)  
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-📜 **License**  
-This repository is licensed under the **Apache 2.0 License** – free to use, modify, and distribute with proper attribution.  
-
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 ✨ *Chait Systems © 2025 – Frontier AI Systems*