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Avatar of James Huang.
James Huang
R&D Engineer
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James Huang

R&D Engineer
Electrical Engineering graduate with image processing and machine learning skills. Currently seeking a position as a software engineer, to leverage ML knowledge & coding skills to solve problems. I gained cooperation experience of developing algorithms used on defect detection tasks.
Logo of the organization.
仁寶電腦 Compal
National Tsing Hua University
Taipei, 台灣

Professional Background

  • Current status
    Employed
  • Profession
    Research / R&D
  • Fields
    Software
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Deep Learning
    Tensorflow
    Matlab
    Python
    C++
    Image Processing
    Machine Learning
    Super-Resolution
    Algorithm
    Docker
    MySQL
  • Languages
    English
    ・
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    ・
    Interested in working remotely
  • Desired positions
    軟體工程師、影像處理工程師、AI處理工程師、演算法工程師
  • Desired work locations
    Taipei, Taiwan
    ・
    Hsinchu, Hsinchu City, Taiwan
    ・
    Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

Logo of the organization.

R&D Engineer

仁寶電腦 Compal
・
Full-time
Jul 2021 - Present
Taipei City, Taiwan
Develop a defect detection algorithm with tensorflow, improving the accuracy from 95% up to 98%. Design and improve the process of iteration of the defect detection model, updating per model from weekly to daily. Deploy defect detection algorithm with distributed system using Docekr and k8s, reducing the 30% number of computers used for the algorithm.

Education

National Tsing Hua University

Master’s Degree
・
Electrical Engineering
2018 - 2021

National Tsing Hua University

Bachelor’s Degree
・
Electrical Engineering
2014 - 2018

Licenses & Certifications

Logo of the organization.

證券商業務人員 高級業務員

中華民國證券商業同業公會（證券商公會）
Credential ID: 1313102013
Issued Sep 2023
・
No Expiration Date