王又田 (Tony Wang)
System Architect
& Data Engineer
Product Development Division,
Integrated Services Dept.,
eXcellent Data Master Corporation,XDM
Hsinchu Science Park, Taiwan 300
P:  0934408417
E:  tony80720@gmail.com

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Biography
目前就職於煒晶科技擔任System Architect，負責Data Integration 與 Machine Learning 演算法開發研究。
Education
M.S. in Information Technology,Department of Civil Engineering
National Chiao Tung University, Taiwan, R.O.C.
2013 - 2015
  • [Conference]:Application of service-oriented architecture (SOA) and Web Service to Groundwater Information System
B.S. in Department of Information Management
National Chung Cheng University, Taiwan, R.O.C.
2009 - 2013
Work Experiences
XDM, Taipei, Taiwan
System Architect, work in Integrated Services Division
2018.07 - Present
  • Provided Architecture Design and Data Integration on Report System
  • Served as a Machine Learning lecturer and product development
  • Built and led data integration team
UMC, Tainan, Taiwan
Machine Learning Software Engineer, work in Smart Manufacturing Division
2017.09 - 2018.07
  • Defect Map Classification by Convolutional Neural Network
  • Tool Auto Tuning
  • Built up experiment environment by Docker
UMC, Hsinchu, Taiwan
Data Engineer, work in Big Data Dept., Information Technology Division
2015.09 - 2017.08
  • Data cleaning、Data pre-processing、Feature engineering、modeling with Hadoop & Spark
  • Wafer Pattern Recognition by Neural Network
  • Tool Selection by Three-Stage Method
  • Parallel Computing in NGR Data
Internship with Boiton, Taipei, Taiwan
Android Developer
2014.03 - 2014.09
  • 參與Android APP之開發設計及程式撰寫
  • 對Android及企業應用的新技術進行學習與研究
    • Qt in Android
    • 透過JNI對SQLite進行CRUD
  • 參與資料庫轉移與建置
    • MDB to SQLite
Research Interests
Topics
  • Parallel Computing
  • Data Visualization
  • Sensors Control
  • Responsive Design
Skills
Technical
  • Data Engineering in Hadoop, Spark.
  • Data Analysis in R, Python.
  • Data Visualization in D3.js, Spotfire.
  • Software Engineering in C#, Java, PHP.
  • Database Engineering for MySQL,SQLite,Access,SQL Server.
  • System Administration for Linux OS(Ubuntu).
  • Web Development in HTML/HTML5, CCS/CCS3, JavaScript.
  • Mobile Application Development for Android.
  • System Software Research in Android.
Awards & Certificates
  • 2014第一屆交大黑客松 - Cacafly組第二名
  • 2013國立中正大學資訊管理系專題競賽第三名
  • 2012第16屆全國大專校院資訊應用服務創新競賽 - Life+創新會員服務應用組第二名
Projects

網頁開發：

地下水模擬輔助系統
2014梅竹黑客松
2014 竹塹杯抗震競賽
藝文通 - 交大黑客松

Android APP 開發：

無所不在
USoundCode
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