If you already have a website or product, I can add AI features directly into it, without a rebuild. Common examples: a chatbot that answers customer questions using your own content, smart search that understands intent instead of just keywords, or AI-generated replies and summaries built into your existing dashboard.

I work with your current stack, not around it, integrating cleanly into what you've already built rather than proposing a new platform. You get a feature that works with your real data and your real users, tested and deployed, not a generic bolt-on widget.

Recent work includes Enact AI (an image-to-task tool using Gemini API or any other provider of your choice) and ongoing work building RAG-based Q&A systems that answer questions from a business's actual content.