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Selected Research Projects

A sample of recent UX and HCI research projects I’ve led, focusing on product design and complex engineering workflows.

Fetch-A-Sketch Design and Evaluation

Fetch-A-Sketch Design and Evaluation

A research-driven dependency visualization concept for CAD teams, turning hidden model constraints into visible, actionable signals during design exploration.

Dependency Mapping Prototyping CAD Workflows
The Missing Context in CAD

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.

Think-Aloud Study Design Intent Generative AI
Closing the CAD Collaboration Gap

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.

In-depth Interviews Pain Points Collaboration
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