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黃柏瑞
AI engineer
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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

Professional Background

  • Current status
    Employed
  • Profession
    Machine Learning Engineer
    Research / R&D
    Data Scientist
  • Fields
    Consumer Electronics
  • Work experience
    1-2 years (1-2 years relevant)
  • Management
    None
  • Skills
    Git
    AI & Machine Learning
    Python
    Image Processing
    Image Recognition
    Image Manipulation
    PyTorch
    Tensorflow (Keras)
    OpenCV
    NumPy
    Scikit-Learn
  • Languages
    English
    Fluent
    Japanese
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taiwan
    Japan
    Australia
    United States
  • Freelance
    Non-freelancer

Work Experience

AI engineer

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.
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Image analysis engineer

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

Sep 2019 - May 2021
1 yr 9 mos
行政業務

Education

Master’s Degree
遙測碩士學位學程
2019 - 2021
Bachelor’s Degree
地球科學學系
2015 - 2019
High School Diploma
普通科
2012 - 2015

Licenses & Certifications

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TOEIC

ETS
Expires Oct 2023
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JLPT-N3

財團法人日本國際教育支援協會
Issued Jan 2021
No Expiration Date