Muaz

Proficient in implementing and optimizing AI models using platforms like Hugging Face, Langchain, Langgrpah, LlamaIndex, CrewAI, Agno, Streamlit, Voice Agents, MCP, and custom chatbot development.

Lahore, Pakistan Joined on Apr 19, 2023 https://muazashraf.vercel.app/

Education

Software Engineering

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Muaz

Work

AI Engineer RAG Expert LangChain Developer MCP Servers ChatGPT

Muaz

May 17

5 Reasons Your RAG System Will Fail in Production (And the Patterns I Use to Fix Each One)

#ai #rag #langchain #machinelearning

5 min read

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Muaz

Sep 4 '25

I tested Claude Code, Gemini CLI, and OpenAI Codex for 3 months – here's the verdict

#claudecode #gemini #programming #ai

2 min read

Muaz

Sep 4 '25

Advanced RAG vs Basic RAG: When simple retrieval isn't enough (LangChain + LangGraph implementation)

#ai #rag #langchain #langgraph

1 min read

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Muaz

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5 Reasons Your RAG System Will Fail in Production (And the Patterns I Use to Fix Each One)

Want to connect with Muaz?

I tested Claude Code, Gemini CLI, and OpenAI Codex for 3 months – here's the verdict

Advanced RAG vs Basic RAG: When simple retrieval isn't enough (LangChain + LangGraph implementation)