Yu-Tsung Tai

Taiwan

@yuttai

Badges

Problem Solving
CPP
Python
Days of Code
Days ofStatistics
C language

Certifications

Work Experience

  • Data Scientist

    Taipei Digital Advertising Inc.•  September 2019 - February 2022

  • Designer for Introduction to C++ online course

    Indiana University, Bloomington•  May 2016 - December 2018

    • In a start-up environment without an established guideline, provided comprehensive explanation C/C++ knowledge so that students could read the C/C++ code embedded in R or Python via Rcpp or Cython. Together with enough exercises, students can learn to not only read and understand the code but also modify the code to fit their purpose. • Included step-by-step instructions for how to code and debug in Visual Studio 2013, and explained the idea behind basic types, control structures, functions, pointers and memory management, basic object-oriented programming, and basic STL.

  • Designer for Basic Linear Algebra and Calculus with Python online course

    Indiana University, Bloomington•  May 2017 - May 2018

    • To teach the mathematical foundation behind parameter estimation and regressions, this online course includes video lectures, word explanations, and Python codes which not only compute the results in NumPy and SymPy but also plot the pictures in matplotlib to provide better intuition for students. • Designed assignments for each unit and two projects to explain the linear algebra and calculus behind the parameter estimation and regressions programs so that students will have more hands-on experience.

  • Editor for Machine Learning with Python online course

    Indiana University, Bloomington•  August 2016 - May 2018

    • Helped convert contents from Word documents to Canvas, including writing Visual Basic for Application macros in Microsoft Word. Reviewed and fixed contents including basics Python, NumPy, matplotlib, parameter estimation, regressions, and principal component analysis.

  • Associate Instructor and Graduate Assistant

    Indiana University, Bloomington•  August 2010 - May 2018

    • Taught one session of Mathematics for Elementary School Teachers I Fall 2017 with full responsibility. • Lectured the recitation sessions for variant classes, including Calculus I, Calculus II, and Theory of Computing. • Assisted the instructors for variant classes, including: Topics in Algorithms and Computing Theory (AlphaGo), Introduction to the Mathematics of Cybersecurity, Algorithms Design and Analysis, Brief Survey of Calculus I, Linear Algebra for Undergraduates, Finite Mathematics, Linear Algebra and Applications, Introduction to Probability and Statistics, Brief Survey of Calculus II, and Honors Course in Calculus IV.

  • Research Assistant

    Indiana University, Bloomington•  May 2016 - May 2016

    • Worked with Prof. Shibo Li to upgrade C++ program from Visual Studio 6 to Visual Studio 2013.

  • Assistant Instructor for Calculus II Online

    Indiana University East•  May 2012 - August 2012

    • Taught one session of MATH-M216 Calculus II online course with 13 students with full responsibility. • Graded homework and discussed with students about their problems on the forum and through emails.

  • Research Assistant

    National Taiwan University•  January 2008 - July 2009

    • Maintained a Tomcat website on Ubuntu with MySQL and Apache subversion (http://tassel.soc.ntu.edu.tw/). • Set up a social science experimental laboratory, including the local area network and the eye-tracker in our labor-atory. • Composed MATLAB programs with Psychophysics Toolbox and z-Tree to conduct economics experiments for non-cooperative game theory.

  • Political warfare petty officer, 3rd class

    Navy, Taiwan, R.O.C.•  January 2007 - December 2007

    • Was conscripted to serve in the political warfare office. • Wrote Visual Basic for Application macros in Microsoft Word to process documents.

Education

  • Indiana University at Bloomington

    Double-majoring in Mathematics and Computer Science, PhD•  August 2010 - June 2019

  • Indiana University at Bloomington

    Computer Science, MS•  August 2013 - May 2016

  • Indiana University at Bloomington

    Mathematics, Master of Arts•  August 2010 - December 2012

  • National Taiwan University (NTU), Taipei

    Mathematics, BS•  September 2002 - June 2006

Skills

yuttai has not updated skills details yet.