I design and build sophisticated chatbots and knowledge assistants that leverage GPT‑4 or Claude and retrieval‑augmented generation to deliver reliable, context‑aware responses. By connecting your proprietary documents to a vector database and optimising embeddings and chunk sizes, the assistant can surface up‑to‑date insights and answer complex questions with accuracy. From initial strategy to final deployment, I handle the architecture, development, and integration, giving you a production‑ready assistant that elevates customer experience, streamlines support and unlocks new efficiencies across your organisation.