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TOEIC

JLPT-N3

財團法人日本國際教育支援協會

Hi, I'm Ray.
Currently, I am working in GiS Holding LTD as AI engineer and in charge of facial recognition and fall detection projects.


國立中央大學

國立新竹高級中學

AI engineer

黃柏瑞

英特盛

Face Recognition
Developing and deploying face recognition system on edge device. 
Mainly responsible for
1. Developing a framework to conduct face data augmentation (e.g. face's pose, eyeglasses, smile, etc.) from existing dataset. 
2. Redesigning and Improving face detection model in the application field of wearing mask (RMSE of landmark with mask: 3.514 -> 3.45; wo mask: 2.926 -> 2.606). 
3. Improving accuracy of face recognition model from 96.61 to 97.32. 
4.Deploying face recognition system on IOS. 

Fall Detection
Developing and deploying fall detection systems in the field of self-driving car and medical care. 
Mainly responsible for 
1. Fine-tuning pre-trained model in different application fields.
2. Deploying AI model on Jetson nano.

Image segmentation from hyperspectral images.
Classification of traffic signs.

黃柏瑞’s posts