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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, 台灣

Trình độ chuyên môn

  • Tình trạng hiện tại
    Đã có việc làm
    Sẵn sàng phỏng vấn
  • Nghề nghiệp
    Machine Learning Engineer
    Opto-Electronic Engineering
    Python Developer
  • Lĩnh vực
    Chất bán dẫn
    Trí tuệ nhân tạo/ Máy học
  • Kinh nghiệm làm việc
    2-4 năm (4-6 năm liên quan)
  • Kinh nghiệm quản lý
    I've had experience in managing 1-5 nhân viên
  • Kỹ năng
    Deep learning with TensorFlow
    Translational Research
    Clinical Research
    Biomedical Device Design
    Data Science
    Python
    CNN
    Unix Shell Scripting
    AI & Machine Learning
  • Ngôn ngữ
    English
    Chuyên nghiệp
    Chinese
    Bản địa hoặc song ngữ
  • Trình độ học vấn cao nhất
    Doctoral

Ưu tiên tìm kiếm việc làm

  • Hình thức làm việc mong muốn
    Full-time
    Quan tâm đến làm việc từ xa
  • Vị trí làm việc mong muốn
    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
  • Địa điểm làm việc mong muốn
    Taiwan
    Japan
    Singapore
  • Freelance
    Freelancer bán thời gian

Kinh nghiệm làm việc

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OPC Chief Engineer

TSMC
Full-time
03/2020 - Hiện tại
◆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

10/2017 - 09/2018
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.

Học vấn

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Doctor of Philosophy (PhD)
Ph.D. - Clinical Engineering
2015 - 2020
Các hoạt động xã hội
SPIE 學生分會會長
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Bachelor’s Degree
Bachelor - Photonics
2011 - 2015
Các hoạt động xã hội
系學會會長