Picture a business where customer messages wait in a queue, answers hide in old PDFs, and the same question gets typed a hundred times a week. Now picture an assistant that knows your documents, answers instantly, and hands off only what truly needs a human. That’s what I build. Using Python, LLMs, RAG, and APIs, I create new chatbots, upgrade ones that fall short, and deliver Arabic-language versions for Arabic-speaking customers. No over-engineering, just practical systems that solve real problems and are simple to keep running.... Read more