MUHAMMAD USMAN

#  Muhammad Usman Ray | Senior AI & Machine Learning Engineer
# 🧠 Architecting the Future with LLMs, Gemini APIs & Agentic Workflows 🌐


  


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### 👤 About Me
Expert **Applied AI Engineer** specializing in the frontier of **Generative AI**. I build complex multi-agent systems using **LangGraph** and high-performance RAG pipelines leveraging **Gemini Pro** & **GPT-4**. My work bridges the gap between raw Machine Learning models & production-grade autonomous agents.

- 🛠️ **Current Focus:** Building the next-gen **Atlas DS** Agentic Platform.
- 🧪 **Expertise:** LLM Fine-tuning, RAG Architectures, Vector Databases (Pinecone/Supabase), & Computer Vision.
- ⚡ **Frameworks:** LangChain, LangGraph, CrewAI, AutoGen, TensorFlow, Scikit-Learn.
- 📈 **Innovation:** Implementing Zero-cost AI Fallbacks & custom MCP servers for intelligent tool use.

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### 🛠️ Strategic Technology Stack

| Category | Skills & Technology Store |
| :--- | :--- |
| **🧠 Large Language Models** |    |
| **🤖 Agentic Frameworks** |    |
| **📊 ML & Data Science** |    |
| **💻 Backend & Cloud** |    |

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### 🏆 Featured AI Project Portfolio


  
    
       🤖 Atlas DS - Agentic AI Engine
       Advanced orchestration platform using LangGraph for autonomous task execution. Includes custom MCP servers and intelligent tool integration.
       Explore System →
    
    
       
    
  
  
    
       💬 Medical AI Chatbot (CrewAI)
       Multi-agent medical consultancy system using Gemini Pro. Capabl...