I will build custom ai chatbot and rag agents for your data


About this gig
A chatbot that makes things up is worse than no chatbot.
I build AI assistants that answer from your documents, your policies and your product data with citations, so you can check where every answer came from.
That's the difference between a wrapper around ChatGPT and something you can actually put in front of customers.
What you get:
- Custom RAG pipeline trained on your docs, site or knowledge base
- citation verification and multi-platform deployment.
- Answers grounded in your content, with source citations
- Clean handoff to a human when the bot doesn't know
- Deployed on your website, WhatsApp, Slack or internal tool
- Cost controls so your API bill doesn't surprise you
- Full source code and documentation you own everything
I'm a full-stack engineer (MERN, Python) working with Claude, OpenAI and open-source models. I handle the whole thing: retrieval, prompt design, front end, deployment and monitoring.
Common builds: customer support bots, internal policy assistants, sales qualification agents, document Q&A over contracts or manuals.
Got a chatbot that hallucinates or gives bad answers? Send it over retrieval quality is usually the fixable culprit.
Message me with what your bot
Get to know Umer F.
Get Full AI Power in your business!
- FromPakistan
- Member sinceSep 2016
- Avg. response time1 hour
Languages
Urdu, English
My Portfolio
FAQ
Will it make things up?
That's the whole problem I'm solving. Answers are retrieved from your documents and cited, and when the bot doesn't have the information it says so and offers a human handoff instead of guessing.
What content can it learn from?
PDFs, Word docs, your website, Notion, Google Drive, help centre articles, spreadsheets, databases. If it's readable, I can usually index it.
Who pays the AI usage costs?
You do, on your own API key, so nothing is locked to me. I'll estimate your monthly cost before we start and build in caps so it can't run away.
Do I own the code?
Completely. Full source code and documentation are delivered. No lock-in, no monthly fee to me unless you choose maintenance.
Can you fix a chatbot I already have?
Yes. Poor answers are usually a retrieval problem, not a model problem, and that's fixable without starting over. Send it and I'll assess first.
How do I update it later?
Standard includes documentation on adding content. Premium includes an admin dashboard so a non-technical person can do it.

