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Chun-Jung Huang

Ph.D.
To find the most efficient working methods in fast-paced development environments, with a focus on achieving stable and rapid automation in programming while maximizing hardware utilization. Capable of quickly analyzing and overcoming challenges at work, I aspire to be an accelerator within the team, driving overall project success.
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TSMC
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National Chiao-Tung University
Taiwan, 台灣

Featured Resume

Last updated on Nov 24th 2024
Uploaded on Aug 30th 2024

Professional Background

  • Current status
    Employed
    Ready to interview
  • Profession
    Machine Learning Engineer
    Python Developer
    Semiconductor Engineering
  • Fields
    Semiconductor
    Artificial Intelligence / Machine Learning
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    GPU
    Machine Learning
    AI
    Linux OS
    Automation
    GPU Programming HPC
  • 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
- 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