Developed from scratch the UI/UX for a new AI search engine interface and implemented customer interaction with Merlin AI agent, so users can ask questions about the Tray app and get AI generated answers directly inside the Tray documentation website. Re-designed the search bar so the new AI search is accessible alongside the original search, and oversaw its development.

The feature solved a high-impact problem for all existing and future customers of Tray.ai, who could now access detailed answers faster than browsing through the entire documentation platform on their own.

It doubled as a demonstration of how the Tray application can build AI agents, when deployed as a low-code backend to create the RAG pipeline powering it - connecting various services to handle user input, generate embeddings, retrieve relevant documents and return the final answer.