Update README.md

README.md

@@ -6,5 +6,20 @@ colorTo: gray
 sdk: static
 pinned: false
 ---
+# 👀 On-Device LLM Research
 
-Edit this `README.md` markdown file to author your organization card.
+We are the **SK Devocean On-Device LLM (Large Language Model) Team**.  
+Our goal is to enable **LLMs to run efficiently on mobile and edge devices** through model compression, optimization, pruning, and quantization.  
+
+---
+
+## 🚀 Focus Areas
+- **Model Compression & Optimization**: quantization, pruning, knowledge distillation  
+- **On-Device AI Services**: spam filtering, summarization, translation, and more real-world applications  
+- **Open Research Sharing**: publishing experimental results and models as open source  
+
+---
+
+## 🌐 Vision
+We envision a world where powerful AI models run **securely and efficiently on personal devices**,  
+without relying on the cloud.