2025–2026
Amazon
Work across borders and functions
From Taiwan, with global teams and suppliers abroad.
Mechanical engineering & NPI
A physical product has to work, be reliable, and meet a real market need. Someone has to decide when it is ready. I build the evidence that decision rests on, end to end, through NPI to mass production.
2025–2026
Work across borders and functions
From Taiwan, with global teams and suppliers abroad.
2024
Model the design
Early design choices set the cost of every later iteration.
2023–2024
Test to failure
Evidence is only as good as the setup that produced it.
Working under confidentiality
The product can be confidential. The thinking does not have to be.
I can't share work details, so I write about methods instead.
How should it be designed, and why that way?
A design is a set of decisions. Every feature needs a reason.
How much evidence is enough?
One pass is not enough. Confidence needs enough samples.
If the ship date is fixed, what does engineering still decide?
The ship date is fixed early. Cost and risk are not.
Engineering also means explaining a decision to people who did not run the test.
Shared what hardware engineering looks like inside a global consumer brand: from design to mass production, the decisions that get hard, and how AI can support the workflow without replacing the engineer.
Presented my master’s research, first author: a 9 × 6 × 0.5 mm ultrasonic piezoelectric plate motor with vision-based closed-loop control. Feedback cut orientation drift from 10.2° to 2.6°, reduced straight-line error by 82%, and let the motor carry nearly five times its own weight.