AI chat interfaces at a federal regulator

Problem

Economics teams need usable ways to interact with LLM-backed retrieval systems. The interface work includes accessible interaction patterns, retrieval, and conversation workflows — not just a text box in front of an API.

Approach

I design and build structured chat interfaces supporting RAG-based retrieval and multi-session workflows. I establish reliable data flow between frontend and AI APIs for real-time interaction. I partner with product, design, and accessibility teams to align interaction patterns with WCAG standards and diverse user needs.

Engineering focus

My work includes frontend performance and data-retrieval improvements, alongside accessible interfaces for research workflows. It brings interface design, service integration, and accessibility collaboration into the same engineering practice.

Internal work — patterns and architecture discussed; no screenshots.