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‧Biosignal Processing
‧Wearable Device Design
‧Machine Learning Based Solutions
‧Image Processing

National Chiao-Tung University

Ph.D.

Chun-Jung Huang

TSMC

OPC Chief Engineer

交大Ph.D.
台積電OPC
Machine Learning Solutions

◆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.

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.

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