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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.
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仁寶電腦 Compal
National Tsing Hua University
Taipei, 台灣

Skills

Deep Learning
Tensorflow
Matlab
Python
C++
Image Processing
Machine Learning
Super-Resolution
Algorithm
Docker
MySQL

Languages

English
Intermediate

Work experiences

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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.

Educations

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 中華民國證券商業同業公會(證券商公會).

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
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