Avatar of 黃柏瑞.

黃柏瑞

AI engineer
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.
英特盛
國立中央大學
台灣新竹縣

Skills

Git
AI & Machine Learning
Python
Image Processing
Image Recognition
Image Manipulation
PyTorch
Tensorflow (Keras)
OpenCV
NumPy
Scikit-Learn

Languages

English
Fluent
Japanese
Intermediate

Work experiences

AI engineer

英特盛

Mar 2021 ~ Present
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.
Logo of 中興測量有限公司.

Image analysis engineer

中興測量有限公司
Full-time

Jul 2021 ~ Oct 2021
4 mos
Taichung City, Taiwan
Image segmentation from hyperspectral images. Classification of traffic signs.

太空及遙測研究中心工讀生

國立中央大學太空及遙測研究中心

Sep 2019 ~ May 2021
1 yr 9 mos
行政業務

Educations

國立中央大學

Master’s Degree
遙測碩士學位學程

2019 - 2021

國立中央大學

Bachelor’s Degree
地球科學學系

2015 - 2019

國立新竹高級中學

High School Diploma
普通科

2012 - 2015

Licenses & Certifications

Logo of ETS.

TOEIC

ETS

Issued Oct 2021
Expires Oct 2023
Logo of 財團法人日本國際教育支援協會.

JLPT-N3

財團法人日本國際教育支援協會

Issued Jan 2021
No expiration
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