Selected Research Projects
A sample of recent UX and HCI research projects I’ve led, focusing on CAD and product design workflows.
Fetch-A-Sketch Design and Evaluation
A three-phase project — generative research, experience prototyping, evaluation — resulting in a working dependency visualization tool for safer change in complex CAD systems.
The Missing Context in CAD
A three-part study with 20 CAD users, defining what contextual signals future GenAI-powered CAD systems need to interpret, to deliver aligned, helpful, and actionable feedback.
Closing the CAD Collaboration Gap
An in-depth interview study with 20 professional CAD practitioners across 5 industries, uncovering 14 systemic collaboration challenges in distributed product teams.