Muaz

I'm an AI Engineer with 3+ years building production-ready Generative AI systems. My work covers AI Automations, RAG pipelines, agentic architectures, MCP servers, voice AI agents, and multimodal work

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

Education

Software Engineering

Pronouns

Muaz

Work

AI Engineer RAG Expert LangChain Developer MCP Servers ChatGPT

Muaz

Jun 19

Where Are You Storing Your API Keys? (And Why Slack Isn't It)

#security #devops #apikeys #opensource

8 min read

Want to connect with Muaz?

Create an account to connect with Muaz. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

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

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

DEV Community

Muaz

Badges

1 Week Community Wellness Streak

Three Year Club

Two Year Club

One Year Club

Skills/Languages

Currently learning

Currently hacking on

Available for

Where Are You Storing Your API Keys? (And Why Slack Isn't It)

Want to connect with Muaz?

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

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)