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葉居易
Data Scientist
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葉居易

Data Scientist
More than three years of experience in data analysis, machine learning, and data visualization in semiconductor and other technology fields.
ASUS
National Chiao Tung University
Taipei, 台灣

Professional Background

  • Current status
  • Profession
    Data Scientist
  • Fields
    Software
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
    None
  • Skills
    Research
    Data Visualization
    Machine Learning
    Image Processing
    Deep Learning
    Scikit-Learn
    Matplotlib
    Tensorflow
    Pandas
    Python
    R language
    Data Analysis
    Crawler
  • Languages
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Data Scientist
  • Desired work locations
  • Freelance
    Part-time freelancer

Work Experience

Data Scientist

Sep 2018 - Present
Laptop Demand Forecast : Use supply chain information, business sales behavior, and external information to perform feature engineering, construct sales forecasting models, predict future demand of various products, and provide inventory warning information. Employee Care System : Collect employee attendance records and access control records, construct a variety of anomaly detection systems.

Big Data Intern

Jul 2017 - Aug 2017
2 mos
Using R language to build algorithms to filter outlier data that may affect other variables due to time dependence, and find out event point. The accuracy of this algorithm is as high as 94%, which can increase the accuracy of data analysis for the company and save 28% of the time for manual judgment.

Education

Master’s Degree
Department of Industrial Engineering and Management
2016 - 2018