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CakeResume Talent Search

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Taiwan
台灣
Taichung City, Taiwan
Taipei, Taiwan
台中市, 台灣
IT
Tech
Less than 1 year
1-2 years
2-4 years
4-6 years
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Feng Chia University
National Chung Hsing University
National Taiwan University of Science and Technology
國立中興大學
國立台灣科技大學
國立臺灣科技大學
逢甲大學
Taichung City, Taiwan
Taiwan
台灣
Taipei City, Taiwan
台北市, 台灣
India
भारत
New Taipei City, Taiwan
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कर्नाटक, भारत
新竹市, 台灣
Full-time
Docker
Administrator for Engineering Data Analysis System
Ansible
C#
Computer Science
Data Augmentation for Rare Defect Images
ETL by python
Git
Image Segmentation
Java
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1-5 people
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Within one month
Within three months
Software Engineer / Backend Engineer
Technical Manager
大數據分析,資料科學家,資料工程師,AI工程師
Master’s Degree
Bachelor
Master
2011
2010
Current company
Off
Select all
ESi Technology Ltd.
Iscom Online International Information Inc.
NEWEGG TAIWAN, INC.
PTI 力成科技
Synergies Intelligent Systems, Inc.
Wistron
緯創資通
Interested in working remotely
Part-time freelancer
Non-freelancer
English - Intermediate
Chinese - Native or Bilingual
English - Fluent
Japanese - Beginner
English
4-6 years
6-10 years
10-15 years
More than 15 years
Taichung City, Taiwan
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  • Show all experiences
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior Data Scientist @PTI 力成科技
・
2016 ~ Present
大數據分析,資料科學家,資料工程師,AI工程師
Within one month
Data Augmentation for Rare Defect Images
Signal Processing & Recognition
Administrator for Engineering Data Analysis System
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學
・
Applied Mathematics
Avatar of 林昭源 (Leo Lin).
Avatar of 林昭源 (Leo Lin).
林昭源 (Leo Lin)
資深經理 @緯創資通
・
2021 ~ Present
Technical Manager
Within three months
林昭源 (Leo Lin) 1. Two years of management experience. 2. More than 10 years of computer vision and deep learning/software architecture development experience. 3. Programming experience using python. 4. Good paper reading ability and practical ability 5. Familiar with computer vision, deep learning (CNN, Resnet, densnet, GAN), object detection (Yolo series, RCNN series), segmentation models (UNet, DensUNet). 6. Experience in semi-supervised or unsupervised learning (pesudo labeling, Voxmorph model). 7. Experience with Docker, Git, Jenkins DevOps. Education: National Taiwan University of Science and
Research
Unsupervised Learning
Computer Science
Employed
Full-time / Interested in working remotely
10-15 years
National Taiwan University of Science and Technology
・
Master's degree Computer Science and Information Engineering
Avatar of 葉志宏 (Taro Yeh).
Avatar of 葉志宏 (Taro Yeh).
葉志宏 (Taro Yeh)
Senior Platform Engineer @Synergies Intelligent Systems, Inc.
・
2020 ~ 2023
Software Engineer / Backend Engineer
Within one month
license management, language parsers, and DevOps . Java, Spring Boot, Linux, Jenkins, Ansible, PostgreSQL 2014//09 Software Engineer Newegg Taiwan, Inc. Developing a back-end API on a high concurrency cloud storage application; Improving the performance of large scale data computing; Redesigning the architecture for the item classification module. Java, Spring Boot, Docker, Git, MySQL, Microsoft SQL Server 2013//06 Analyst ESi Technology Ltd. Assisting enterprises to import the Microsoft Share-Point framework. C#, Share-Point, Microsoft SQL Server 2012//11 Senior Software engineer Iscom Online Intl. Info
Java
SpringBoot
C#
Employed
Full-time / Interested in working remotely
10-15 years
National Chung Hsing University (NCHU) 國立中興大學
・
Computer Science and Engineering

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Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Ability to convey information effectively and is willing to give and receive feedback.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
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More than one year
Avatar of Kevin Chao.
Kevin Chao
Data Scientist
Logo of AcBel USA Polytech Inc..
AcBel USA Polytech Inc.
・
2020 ~ Present
Taipei, Taiwan
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Semiconductor
Work experience
1-2 years
Management
Skills
Python
SQL
R
Tableau
AB testing
Machine Learning
Numpy Pandas Matplotlib
Time Series Analysis
Data Analysis
Data Visualization
Data Mining
MATLAB
AMPL
Web Scraping
Leadership Skills
AutoCAD
Creo
Spark
Neural Networks
CNN
Image Processing
Excel
Deep learning with TensorFlow
AWS
Google Analytics
Languages
English
・
Professional
Chinese
・
Native or Bilingual
Job search preferences
Positions
Data Analyst / Data Scientist
Job types
Full-time
Locations
San Jose, CA, USA, Taipei, Taiwan, Taichung, Taiwan
Remote
Interested in working remotely
Freelance
No
Educations
School
University of California, Berkeley
Major
Industrial Engineering and Operations Research GPA
Print

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

Resume
Profile
Print

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