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.

  Santa Clara, CA, USA   

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

Powered by CakeResumePowered by CakeResume