Each topic works as a 15-minute talk or a full session, and I can adapt it to your
audience.
A
What a hardware engineer actually does inside a global brand
How a product moves from design to mass production, where NPI decisions get difficult, and who ends up carrying the risk.
B
How to read reliability test data
Why average lifetime can mislead, what small samples can and cannot tell you, and how to show uncertainty.
C
How I use AI in hardware work
Where AI tools save time in hardware development, where I don't trust them, and how I check their output.
D
From mechanical engineering to hardware at a consumer brand
My path so far: interviews, coffee chats, and what I learned along the way.
Previously
Techie Talk
Lightning speaker
Tech Network · 2026
A meetup for tech interns in software, hardware, product management and sales.
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.
An international conference on smart structures, materials and non-destructive evaluation.
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° and let the motor carry nearly five times its own weight.
SPIE 2026, Vancouver: presenting the motor’s design.
Invitations
The fastest way to reach me is email. It helps if you can include the audience, the format,
the date and roughly how long you would like me to speak. A one-line message is fine too.