I'm an AI consultant specializing in AI agents, large language models (LLMs), and AI-driven customer interactions. I help businesses implement AI solutions, focusing on practical applications of LLMs in search, chatbots, and automation. Previously, I founded and led a startup that built an AI platform for cancer and stem cell researchers to analyze microscopy images. Now, I teach developers how to build AI-powered chatbots and intelligent search systems, combining vector search, function calling, and structured reasoning to go beyond naive RAG.