Fangyi Chang

Solid mathematical background with fluent python

Data Scientist
Taipei, Taiwan
[email protected]

Education

University of California, Davis 

 Master of Science in Statistics, Sept. 2015 – Dec. 2016 

National Tsing Hua University, Taiwan

 Bachelor of Science in Mathematics, Sept. 2009 – June 2013

Relative Courses

Deep Learning

Numerical Analysis

Probability -- graduate level

Statistics -- graduate level

Statistical Computation ( Genetics Algorithm, Monte Carlo method, EM algorithm etc. )


Experience

Institute for Information Industry, Taiwan

Associate Engineer, Nov. 2017- Present 







University of California, Davis, USA      

Department of Statistics

TA , Sept. 2015 - Dec. 2016



National Taiwan University, Taiwan
Medical Informatics Research and Genetics Elucidation Lab

Full-Time RA, Aug. 2013 – Aug. 2015 




  • The leader of the RD team under the supervisor Prof. Sd. Lin. The team have developed the NeuralNILM technique, which applied Deep Learning into energy data aimed at estimating individual appliance from aggregation power data. 
  •  Completed a module in python for training and validating models for energy disaggregation, maintain the MySQL DB and wrote the research report and other necessary document.  

  •  tutoring
  • holding office hours weekly
  •  invigilating tests or exams
  • assisting a lecturer with a medium lecture class by teaching students in discussion sessions. 


  • data cleaning via Matlab
  • wrote some Matlab code if necessary

Skills

Computational Skills

  • Python & R : fluent 
  •  Tensorflow & Keras : medium 
  •  Matlab & C : elementary 
  •  STATA : medium 
  •  Microsoft Office, LaTeX : fluent


Languages

  • Chinese (Native) 
  • Taiwanese (Native) 
  • English (medium)

Honors

  • Presidential Hackathon Cup, 2018
    • top 10 / 104

    • A Nationalwide Data Scientist Cup in Taiwan. Host by The General Association of Chinese Culture (President of Taiwan is the President of the Association) 
  • Hui-Chun Chin and Tsung-Dao Lee Chinese Undergraduate grant, 2012
    • top 10% students at National Tsing Hua University
    •  National Tsing Hua University
  • Presidential Award Scholarship National Tsing Hua University, 2011
    • Top 3% students in the Department of Mathematics
    •  National Tsing Hua University