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Avatar of Louis Chan.
Louis Chan
品質工程師
ProfileResume
Posts
6Connections
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Louis Chan

品質工程師
我畢業交通大學統計學研究所，專長是品製管製，統計資料分析。 現任半導體製造公司的SPC 工程師。
Logo of the organization.
Amkor Technology Taiwan
Logo of the organization.
國立交通大學 National Chiao Tung University
台灣

Professional Background

  • Current status
    Employed
    ・
    Ready to interview
  • Profession
    Information Analyst
    ・
    QC Engineer
  • Fields
    Semiconductor
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
    None
  • Skills
    R
    PYTHON
    SAS
    LATEX
    SQL
    Office software
    VBA-Excel
  • Languages
    English
    ・
    Intermediate
    Japanese
    ・
    Beginner
    Chinese
    ・
    Native or Bilingual
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    ・
    Interested in working remotely
  • Desired positions
    QA/QC
  • Desired work locations
    Hsinchu, Hsinchu City, Taiwan
    ・
    Hsinchu County, Taiwan
    ・
    Hsinchu City, Taiwan 300
  • Freelance
    Non-freelancer

Work Experience

Logo of the organization.

SPC Engineer

Amkor Technology Taiwan
・
Full-time
Nov 2021 - Present
Hsinchu City, Taiwan 300
• Managing SPC system: Establishing the SPC chart of each process by measurement methods, frequency, spec. • Analyzing production data: Reviewing control limits and process capability study based on quarterly production data. • Formulated regulatory approach: Established control methods to maintain machine fault detection control. • Internal Mentor: SPC, Statistical internal course.

Education

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國立交通大學 National Chiao Tung University

Master’s Degree
・
Statistics
2019 - 2021
Description
碩士論文 Cluster analysis of state-level COVID-19 trends in the United States. 美國各州新冠疫情趨勢之群聚分析 指導教授：王維菁老師 • 分析美國 COVID-19 確診和死亡率。 • 應用不同的分群方法對具有相似趨勢的狀態進行分組。 區分美國的州 大流行的不同嚴重程度，並確定具有相似趨勢形狀的國家。 • 使用空間統計分析方法查看一個州與其鄰居（地理關聯）之間的聯合行為。 品質管制和機器學習的數據分析 • 分析實際製造過程的數據。 • 通過敘述統計和數據可視化的方法，了解缺失值的特徵 和處理數據。 使用isolation forest方法查找和刪除異常機器。 • 使用T-SNE 和k-means 分群方法來區分具有不同特徵的過程。 根據 分群的結果，設置管制圖的管制界限。

Licenses & Certifications

SAS Certified Specialist: Base Programming

SAS
Issued Oct 2019
・
No Expiration Date