It all begins with an idea.
Apple
Human Factors Engineer
Hardware Technology
2024 - present
Hardware sensing
Empowering people’s daily life
HealthTech
AI/LLM
AR/VR
Imagine the future of immersive technologies
Human Factors Engineering
Quantitative research, motion capture
Upper limb Exoskeleton Robots
Designed for multi-joint functional rehabilitation for stroke patients.
End-to-End product strategy and lifecycle
Hands-on design and system engineering
End-effector Rehabilitation Device
Award-winning lightweight upper-limb rehabilitation device
10+ patents pending
End-to-end product development
Digital Hospital
A lifelike replication of the hospital environment
Real-time status check
Indoor Navigation and Fleet Control
Multi-robot fleet control
Autonomous robots designed for the healthcare environment, align with hospital protocols
Meta
UX Researcher
Formerly Facebook
2022-2023
Jobs-To-Be-Done
Redefined Ads Measurement product strategy, and provide quantitative opportunity sizing through JTBD.
Usability Testing
5 usability testings in 2 months; From design validation to content testing, using interviews, prototyping, card sort and survey.
User Journey
26-day diary study with 63 participants across 2 countries
Literature Review
Leverage past research insights to inform current design
Diary Study
Develop user empathy by engaging cross-functional partners into moderating diary studies
Large-scale Survey
Launch large-scale surveys in multiple languages, and integrate with user log-in data. Including both in-product and off-platform surveys
Contract Work
2020 - 2022
Voice Interface for Autonomous Vehicles
We consider how to build a voice assistance system that is both efficient and emotionally intelligent.
Fatigue Detection in Drivers
We built real-time fatigue detection.
Teaching & Mentoring
Trained over 50 junior-level UX Researcher & Data Scientists;
Graduate Research & Internship Projects
2017-2022
last updated: Jan, 2019; More recent updates available upon request









