I will build a production rag chatbot ai rag chatbot expert

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Muhammad Hamza

About this gig

Is your team wasting hours searching through PDFs, contracts, manuals, and internal documents just to find one answer?


I build AI document chatbots powered by RAG (Retrieval Augmented Generation) that read your files and answer questions instantly in plain English. No more digging through folders. Just ask and get the right answer in seconds.


As an AI engineer specializing in LangChain, LlamaIndex, and OpenAI integrations, I design intelligent document aware AI systems built around your actual data, not generic templates.

What I build includes RAG chatbots that work with PDFs, Word docs, Excel files, CSVs, and entire websites, custom AI chatbots for websites and internal portals, LangChain and LlamaIndex retrieval pipelines, OpenAI and GPT4 and Claude LLM integrations, and vector database setup using Pinecone, Chroma etc.


Every RAG pipeline includes hallucination reduction strategies, clean documented code you fully own, and accuracy testing on your real documents before delivery.

I work with businesses, SaaS teams, and enterprises that need reliable AI solutions their teams can actually trust and use daily.


Just send me a message i will help in your use case.

Get to know Muhammad Hamza

Muhammad Hamza

The Motive to serve People

  • FromPakistan
  • Member sinceOct 2022
  • Languages

    Urdu, English, French, German, Arabic
I help growing businesses stop losing money to manual data entry and missed follow-ups. I deliver end-to-end solutions for clients across web, mobile, IoT, and enterprise platforms. My expertise covers ML, Deep Learning, NLP, Generative AI (LLMs, RAG, AI Agents), and automation, where I design custom n8n AI workflows and agents that automate reporting, audits, data analysis, and decision-making, giving you faster insights, reduced manual work, and smarter scaling. From scoping your idea to post-deployment support, every step is handled with precision.

My Portfolio