Create geographical expansion.md

geographical expansion.md

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+# 🌍 LLM Compatibility Advisor — Geographical Expansion Plan
+
+
+
+---
+
+## 📖 Overview
+
+This page outlines the phased strategy for expanding the reach of the *LLM Compatibility Advisor* beyond its initial deployment at ICFAI and BITS Pilani. The goal is to horizontally scale adoption among AI students, developer communities, and educational institutions both across India and internationally.
+
+---
+
+## 🎯 Target Regions
+
+- *Year 1 Focus:*  
+  - BITS Pilani Hyderabad, Goa, and Dubai campuses  
+  - IITs, NITs, IIITs, and state universities  
+  - AI clubs and student developer groups in metropolitan regions  
+
+- *Global Student AI Groups:*  
+  - AI Saturdays Global  
+  - MLC.ai communities  
+  - Hugging Face community programs  
+  - Student-run LLM enthusiasts clubs  
+
+---
+
+## 📢 Promotion Methods
+
+- Announcements on:
+  - AI student Discord servers  
+  - LinkedIn AI student and alumni groups  
+  - AI community mailing lists  
+  - Hackathons, conferences, and workshops (Swecha, PyCon India, AI Saturdays)
+
+- Submitting to:
+  - Open-source AI tools lists (awesome-LLM-tools, Hugging Face forums)
+
+- Hosting:
+  - Quantized LLM deployment webinars  
+  - Device readiness demo sessions  
+
+---
+
+## 📈 Onboarding Strategy
+
+- Deploy demo video walkthroughs explaining compatibility checks
+- Provide a public “Submit your Device Specs” web form for communities
+- Duplicate and customize Hugging Face Spaces for individual institutions
+- Publish analytics dashboards summarizing regional device capability insights
+
+---
+
+## 📊 Regional Insights
+
+- Publish quarterly RAM distribution charts by institution and city
+- Compare LLM deployability metrics (quantized model compatibility)
+- Feature institutions on a public device readiness leaderboard (optional future scope)
+
+---
+
+## 📑 Contribution Workflow
+
+- Open-source repository available for forking and duplication
+- Contribution guidelines hosted at:
+
+
+
+- Developers can:
+  - Fork the project repository
+  - Deploy their own custom Space
+  - Submit pull requests for new compatibility tiers or models
+  - Add data insights or onboard new campuses through device surveys
+
+---
+
+*Document maintained by Suryansh Singh,Rajesh Parikapalli,Ram Satish,Pranav Saipaladugu.*