At Apple Inc., I work on the Human Engineering team conducting behavioral UX research for health sensing and assistive interaction experiences across Apple devices. My work focuses on understanding how users interact with sensor-driven systems in real-world conditions, translating usability findings into actionable product and engineering decisions that improve interaction clarity, accessibility, and system feedback.
Study Design
I design user studies to align with research goals, crafting protocols that surface key qualitative and quantitative insights.
Research Facilitation
I've led over 500 usability sessions, capturing high-quality behavioral data, identifying usability issues in real time, and ensuring seamless, ethical participant experiences.
Research Synthesis
I work closely with hardware engineers, research ops coordinators, and product team members to communicate findings that inform decision-making and shape the product roadmap.
* Identify moments where gesture and assistive interactions feel difficult to discover or use naturally
* Understand how users perceive system feedback and interaction cues across Apple Watch and AirPods
* Translate behavioral research findings into actionable product and engineering recommendations
* Improve study workflows to reduce coordination friction and speed up research execution
Moderated Usability Testing
Surveys
Observational Research
A/B Testing & Iterative Evaluation
500+
Moderated research sessions
4+
Studies designed
3
Cross-functional collaborators (Machine Learning, Hardware and Research)
25%
Reduced Study Coordination Time