Eugene Tan Ming Han
陳銘涵
Mechatronics engineer and AI Solutions Consultant in industrial AI and machine vision. Based in Kuala Lumpur, working toward Japan.
Now
- Based in Kuala Lumpur.
- Making Bluetooth Gundam Haro Speaker.
- Getting JLPT N3.
- Studying for MBot Ts. title.
[UPDATED: NOV 2026]
仕事 
Piston orientation inspection on Jetson Orin Nano
2026-02-01
Role [YOUR ROLE]
Status [STATUS]
A vision check that confirms each piston is facing the right way, running at the line on an NVIDIA Jetson Orin Nano. [ONE LINE ON WHY IT MATTERED]
Tools
NVIDIA Jetson Orin NanoMachine vision[MODEL / TOOLS]
The problem
[WHY ORIENTATION MATTERS AT THIS STEP, and how it was checked before]
What I built
A camera looks at each piston before [NEXT PROCESS STEP]. The model runs on an NVIDIA Jetson Orin Nano next to the line, so the check happens on the device without sending images elsewhere.
- [CAMERA, LENS AND LIGHTING]
- [MODEL, e.g. classification or detection, and how it was trained]
- [HOW THE RESULT IS SIGNALLED TO THE LINE]
[PHOTO]
Result
[WHAT CHANGED AFTER, only figures you are allowed to share]
What I learned
[ONE OR TWO LESSONS, e.g. about running models on edge hardware]