Experienced in data science & manufacturing projects involving deep learning, image analysis and classification with strong Python, SQL, R, Tableau skills.
GPA: 3.85/4
2019 - 2020
GPA: 3.7/4
2014 - 2019
September 2020 - Present
San Jose, CA, USA
1. Utilized Tableau to generate insights from data sources
2. Built forecasting model to evaluate manufacturing data
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
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
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
Experienced in data science & manufacturing projects involving deep learning, image analysis and classification with strong Python, SQL, R, Tableau skills.
GPA: 3.85/4
2019 - 2020
GPA: 3.7/4
2014 - 2019
September 2020 - Present
San Jose, CA, USA
1. Utilized Tableau to generate insights from data sources
2. Built forecasting model to evaluate manufacturing data
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
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
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