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Master student at UC Berkeley focusing on Data Science with strong Python, SQL, R, Tableau skills.

Experienced in data science & manufacturing projects involving deep learning, image analysis and product design.

University of California, Berkeley

National Taiwan University

Data Scientist

Kevin Chao

AcBel USA Polytech Inc.

Data Analyst Intern

1. Utilized analytics tools (Tableau) to generate insights from different data sources
2. Built forecasting model to evaluate manufacturing data
3. Created auto-verifying function in the model to optimize solution

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 convolutional neual network, color filtering and feature detection 
4. Developed unsupervised models including K-Means and DBSCAN models to cluster image for system deployment

LAM Research Corporation

Student Data Scientist

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

Fracture Lab, NTU

Undergraduate Research Assistant

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

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