I will ai chatbots and rag pipelines using llms, python and fastapi

I'm a full-stack GenAI developer specializing in RAG (Retrieval-Augmented Generation) pipelines, AI chatbots, and custom LLM integrations.

I build production-ready AI solutions using Python, FastAPI, LangChain, and vector databases (FAISS) from simple LLM integrations to fully custom AI agents with semantic search and MCP (Model Context Protocol) support.

What I offer:

Custom RAG chatbots trained on your documents/data

LLM integration (OpenAI, Gemini, or offline/local models via Ollama)

Full-stack delivery FastAPI backend + React/Next.js frontend

Vector database & embedding pipeline setup

Clean, documented, production-ready code

Fast turnaround with clear communication

I've built and deployed enterprise RAG systems and full-stack AI apps end-to-end from architecture to deployment and I bring the same rigor to every project, big or small.

Message me before ordering if you have a custom requirement happy to scope it out with you first.