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Clark Wang
Senior Data Scientist at Powertech Technology Inc.
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Clark Wang

Senior Data Scientist at Powertech Technology Inc.
- Statistics background, over 7 years working experience on data analysis and project management. - Be familiar with image generating skill for data augmentation. - Administrate Engineering Data Analysis system, and guide end-user to establish their own analysis flow. - Issue analysis relative knowledge and problem-solving skills - Good communication skills with the customer, business partner and team member - Efficiency, responsibility and aggressive at work with analytical mindset - CQE & CQT Certificate
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PTI 力成科技
逢甲大學
Hsinchu, 新竹市 Taiwan

Featured Resume

Last updated on Feb 3rd 2024

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    Data Scientist
    Machine Learning Engineer
    Big Data Engineer
  • Fields
    Artificial Intelligence / Machine Learning
    Big Data
    Semiconductor
  • Work experience
    6-10 years (6-10 years relevant)
  • Management
    None
  • Skills
    Data Augmentation for Rare Defect Images
    Signal Processing & Recognition
    Administrator for Engineering Data Analysis System
    ETL by python
  • Languages
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    大數據分析,資料科學家,資料工程師,AI工程師
  • Desired work locations
    Hsinchu City, Taiwan 300
    Taichung City, Taiwan
    Tainan City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

Logo of the organization.

Senior Data Scientist

May 2016 - Present
i. In charge of defect image of data augmentation task implement and deliver data. I've hands-on experience on building Generative Adversarial Network, many solution for various situation, to build apporpriate model for task. ii. Abnormal machine signal classifition and detection. I build apporpriate model for task whether training data has abnormal signal or not, i.e classification model or health model. iii. Administrator of Engineering Data Analysis system. I co-work with multi-functional teams to manage project scope, known their requirement and current difficulty, and guide end-user to establish their own analysis flow, thus reducing and replacing many daily manual analysis processes. In the meantime, i have experience on In-house user training too. iv. ETL for Tableau. I write python script on pyspark to summary daily output, machine error code, quality checking data, and pass it to Tableau for visualization. v. Unscheduled AI and statistical education and training for production line person and engineers.

Education

Master’s Degree
Applied Mathematics
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