I will build an ai agent, rag workflow, or document automation prototype


About this gig
Turn a manual intake, document, or knowledge-search process into a focused AI solution.
I can design and build AI agents, retrieval-augmented generation workflows, OCR and structured extraction pipelines, and API-backed prototypes using Python, FastAPI, LangGraph, LangChain, and your preferred integrations.
Every project starts with a clearly defined input, output, and review process. Where business decisions are involved, I include human-review checkpoints so the system produces reviewable work instead of acting as an unchecked black box.
You receive maintainable source code, setup instructions, and a clear handoff. Please contact me before ordering with a short workflow description, sanitized sample inputs, your current stack, required integrations, and the result you want.
Get to know Umer Ali
Full Stack and AI Engineer
- FromPakistan
- Member sinceJun 2021
Languages
Urdu, English
FAQ
Can you work with private company documents?
Yes. Remove unnecessary sensitive data before sharing. I can also design the workflow around your preferred storage and access controls.
What is included in a RAG workflow?
Document ingestion, chunking, embeddings, retrieval, answer generation, source references, and a review path appropriate to the agreed scope.
Do you provide production deployment?
Deployment can be included when the infrastructure and acceptance criteria are agreed before ordering. The Premium package includes deployment guidance by default.
Will I receive source code?
Yes, for the code created for the order, along with setup notes and a concise handoff.
