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Avatar of 林冠翔.
林冠翔
Louis
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林冠翔

Louis
Hello! My name is Louis! I'm a new graduate(GPA-4.15) with passionate about machine learning. My harmony, responsibility, and relator traits helped me a lot in working for cross-functional teams. I enjoy listening to music and working out in my spare time, cause it's important to keep your mind and body in shape!
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國立台灣科技大學
Logo of the organization.
國立台灣科技大學 National Taiwan University of Science and Technology
New Taipei City, 台灣

Professional Background

  • Current status
  • Profession
    Machine Learning Engineer
    ・
    Information Analyst
  • Fields
    Artificial Intelligence / Machine Learning
    ・
    Big Data
  • Work experience
    Less than 1 year (Less than 1 year relevant)
  • Management
    None
  • Skills
    Machine Learning
    Python
    Matlab
    Deep learning with TensorFlow
    CNN
  • Languages
    Chinese
    ・
    Native or Bilingual
    English
    ・
    Fluent
  • Highest level of education

Job search preferences

  • Desired job type
    Full-time
    ・
    Interested in working remotely
  • Desired positions
  • Desired work locations
  • Freelance
    Non-freelancer

Work Experience

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Physiological signal analysis

國立台灣科技大學
Jun 2020 - Sep 2022
・
2 yrs 4 mos
Experience in physiological signal analysis(EEG/ECG) for migraine, ADHD, substance abuse, etc. Have the ability to work for cross-functional teams
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Machine learning

國立台灣科技大學
Jun 2020 - Aug 2022
・
2 yrs 3 mos
Great machine learning knowledge including data preprocessing, feature extraction, feature selection, and classifier training/testing(CNN, DNN, SVM, etc.).
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Industrial signal analysis

國立台灣科技大學
Jul 2021 - Mar 2022
・
9 mos
Implemented machine learning algorithms for AUO's(友達光電) industrial signal analysis during my master's studies, and achieved 92% accuracy using process parameters for defect detection. Taught the AUO's engineers how to properly use the Python packages for modeling.

Education

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國立台灣科技大學 National Taiwan University of Science and Technology

Master’s Degree
・
Mechanical engineering
2020 - 2022
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國立台北科技大學 NTUT

Bachelor’s Degree
・
Mechanical engineering
2016 - 2020