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Chun-Jung Huang

Ph.D.
‧Biosignal Processing ‧Wearable Device Design ‧Machine Learning Based Solutions ‧Image Processing
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TSMC
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National Chiao-Tung University
Taiwan Province, Taiwan

Professional Background

  • Current status
    Employed
    Ready to interview
  • Profession
    Machine Learning Engineer
    Opto-Electronic Engineering
    Python Developer
  • Fields
    Semiconductor
    Artificial Intelligence / Machine Learning
  • Work experience
    2-4 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Deep learning with TensorFlow
    Translational Research
    Clinical Research
    Biomedical Device Design
    Data Science
    Python
    CNN
    Unix Shell Scripting
    AI & Machine Learning
  • Languages
    English
    Professional
    Chinese
    Native or Bilingual
  • Highest level of education
    Doctoral

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
    Singapore
  • Freelance
    Part-time freelancer

Work Experience

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OPC Chief Engineer

TSMC
Full-time
Mar 2020 - Present
◆Development of Machine Learning Solutions: Played a pivotal role in the OPC-3 division, focusing on the development of innovative machine learning algorithms to address various challenges in the photomask manufacturing process. These advanced solutions significantly enhanced manufacturing efficiency and quality, while reducing error rates. ◆Large-scale Data Processing: Responsible for handling data on the scale of hundreds of millions, specializing in data analysis and processing to support the development and optimization of machine learning models. ◆Expertise in Distributed Computing: Deployed and executed efficient code across thousands of computers, leveraging distributed computing technology to improve the speed and efficiency of data processing and analysis. ◆Data Visualization Analysis: Skilled in creating powerful data visualizations to analyze complex datasets, providing insightful and actionable information to guide decision-making processes.
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Foreign Researcher

Oct 2017 - Sep 2018
1 yr 0 mos
python/TensorFlow/MATLAB/LabVIEW ◆Cell Image Classification by VGG-16 based model. ◆Create a Deep Learning Model Training GUI for non-programmer in the lab. ◆Cell Image Reconstruction and Preprocessing.

Education

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Doctor of Philosophy (PhD)
Ph.D. - Clinical Engineering
2015 - 2020
Activities and societies
SPIE 學生分會會長
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Bachelor’s Degree
Bachelor - Photonics
2011 - 2015
Activities and societies
系學會會長