All selected work

The ION Framework

CSUN 2025, 2025

Existing evaluation heuristics don't fit conversational AI. With a co-author, I built ION, a heuristic framework for evaluating AI chat interfaces, and presented it at CSUN, the largest assistive technology conference in the world.

Original methodology, presented publicly

The problem

Placeholder: describe the situation, the stakes, and what made it hard.

What I did

Placeholder: describe your role, the decisions you made, and how you worked with the teams involved.

The result

Placeholder: expand on the outcome, with numbers and what changed afterward.