Master of Science (MS), Electrical, Electronics and Communications Engineering, 3.9 @
National Taiwan University
About:
My interest is in data analysis, statistics, machine learning, and programming. I hope to use my knowledge and skills to help business discover insights from data or build models that provide good prediction/forecasting results.
Data Engineer @ From November 2013 to Present (2 years 2 months) Data Engineer @ 1. Design and implement ETL process with Python and
My interest is in data analysis, statistics, machine learning, and programming. I hope to use my knowledge and skills to help business discover insights from data or build models that provide good prediction/forecasting results.
Data Engineer @ From November 2013 to Present (2 years 2 months) Data Engineer @ 1. Design and implement ETL process with Python and BigQuery
2. Develop dashboard with BigQuery, Redis, and Django
3. Perform Statistical analysis and visualize data with Python and R
4. Prototype machine learning algorithms From November 2012 to November 2013 (1 year 1 month) Researcher @ 1. Document classification & labeling with topic modeling methods
2. Topic modeling algorithm implementation on Java package “Mallet.”
3. Text data analysis From May 2012 to November 2012 (7 months) Greater Atlanta AreaTeaching Assitant @ TA for undergraduate “regression & forecasting” course From August 2011 to May 2012 (10 months) Greater Atlanta AreaR&D Engineer @ 1. Linux-based storage device testing software development
2. Mass Production software development From April 2009 to September 2010 (1 year 6 months) TaiwanTeaching Assitant @ TA for calculas class. From September 2005 to June 2006 (10 months)
Master of Science (MS), Opeartions Reasearch, 4.0 @ Georgia Institute of Technology From 2011 to 2012 Master of Science (MS), Electrical, Electronics and Communications Engineering, 3.9 @ National Taiwan University From 2005 to 2007 BS, Electrical and Electronics Engineering, 3.7 @ National Taiwan University From 2001 to 2005 Chyi-Kwei Yau is skilled in: Matlab, Statistics, Java, SQL, Minitab, Data Analysis, R, topic modeling, Bayesian networks, Text Mining, Machine Learning, hadoop, Pig, mallet, Optimizations
Websites:
https://github.com/chyikwei
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