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职场能力评价定义
Kevin Chao
Actively seeking full-time Data Science position | Master of Engineering @ UC Berkeley | Data Analytics & Machine Learning
Experienced in data science & manufacturing projects involving deep learning, image analysis and classification with strong Python, SQL, R, Tableau skills.
Education
University of California, Berkeley
Master of Engineering
Industrial Engineering and Operations Research
GPA: 3.85/4
2019 - 2020
National Taiwan University
Bachelor of Science
Mechanical Engineering
GPA: 3.7/4
2014 - 2019
Work Experience
Data Analyst Intern
AcBel USA Polytech Inc.
September 2020 - Present
San Jose, CA, USA
1. Utilized Tableau to generate insights from data sources
2. Built forecasting model to evaluate manufacturing data
Student Data Scientist
LAM Research Corporation
September 2019 - May 2020
Livermore, CA, USA
Machine Learning for Automatic Quality Control
1. Collaborated with quality team to evaluate historical non-conformance manufacturing Data
2. Automatically extracted and preprocessed target images from different file types Excel, PPT, PDF, Word
3. Performed image classification using CNN, Color Filtering and feature detection
4. Developed unsupervised models including K-Means and DBSCAN models to cluster image for system deployment
Undergraduate Research Assistant
Fracture Lab, NTU
September 2016 - December 2018
Taipei, Taiwan
1. Conducted research on Digital Image Correlation and Tracking technique for accurate 2D optical measurement
2. Optimized the DIC code to resolve precision problem by 20% of using MATLAB
Engineer Intern
AcBel Polytech Inc
June 2016 - August 2016
Taipei, Taiwan
1.Evaluated efficacy of PC heat sinks and created numerical models of heat distribution
2.Investigated P-Q curves of different DELL cooling fans for thermal design on power supplies
Kevin Chao
Actively seeking full-time Data Science position | Master of Engineering @ UC Berkeley | Data Analytics & Machine Learning
Experienced in data science & manufacturing projects involving deep learning, image analysis and classification with strong Python, SQL, R, Tableau skills.
Education
University of California, Berkeley
Master of Engineering
Industrial Engineering and Operations Research
GPA: 3.85/4
2019 - 2020
National Taiwan University
Bachelor of Science
Mechanical Engineering
GPA: 3.7/4
2014 - 2019
Work Experience
Data Analyst Intern
AcBel USA Polytech Inc.
September 2020 - Present
San Jose, CA, USA
1. Utilized Tableau to generate insights from data sources
2. Built forecasting model to evaluate manufacturing data
Student Data Scientist
LAM Research Corporation
September 2019 - May 2020
Livermore, CA, USA
Machine Learning for Automatic Quality Control
1. Collaborated with quality team to evaluate historical non-conformance manufacturing Data
2. Automatically extracted and preprocessed target images from different file types Excel, PPT, PDF, Word
3. Performed image classification using CNN, Color Filtering and feature detection
4. Developed unsupervised models including K-Means and DBSCAN models to cluster image for system deployment
Undergraduate Research Assistant
Fracture Lab, NTU
September 2016 - December 2018
Taipei, Taiwan
1. Conducted research on Digital Image Correlation and Tracking technique for accurate 2D optical measurement
2. Optimized the DIC code to resolve precision problem by 20% of using MATLAB
Engineer Intern
AcBel Polytech Inc
June 2016 - August 2016
Taipei, Taiwan
1.Evaluated efficacy of PC heat sinks and created numerical models of heat distribution
2.Investigated P-Q curves of different DELL cooling fans for thermal design on power supplies