I will build a rag ai chatbot to chat with your documents and data


Over deze dienst
Turn your PDFs, docs, and knowledge base into an AI that answers questions instantly, with sources.I'm a Toptal-vetted AI engineer specializing in retrieval-augmented generation (RAG). Upload your documents and get an AI that answers only from your content, with citations, so you can trust it in front of staff or customers.Perfect for:- Internal knowledge base / employee ask-me-anything assistant- Customer support over your help docs and policies- Chat over contracts, research, manuals, or reports- Custom GPT trained on your proprietary dataHow I build it right: most RAG projects fail because of bad chunking and no evals. I tune retrieval (chunking, embeddings, hybrid search, re-ranking), ground every answer in sources, and test on your real questions, so accuracy is high and hallucinations are near zero. Stack: pgvector/Supabase or Pinecone, OpenAI/Claude, LangChain.Send me a sample of your docs and the questions you need answered, I'll tell you exactly how accurate I can get it.
Maak kennis met Usman
Toptal Vetted AI Engineer: I build AI agents, chatbots and automations that ship
- Afkomstig uitPakistan
- Lid sindsmrt 2020
- Laatste levering2 jaar
Talen
Urdu, Engels
Mijn portfolio
Andere AI-development diensten die ik aanbied
Veelgestelde vragen
What file types?
PDF, Word, PowerPoint, Excel, CSV, web pages, Notion, Google Docs, and more.
Will it cite sources?
Yes, every answer links back to the exact document/section (Standard and Premium).
Is my data private?
Yes, I can build fully self-hosted / private-model setups with no data leaving your infrastructure.
How accurate is it?
With proper chunking and evals I typically get high, source-grounded accuracy; I test on your real questions before delivery.
