Familiar with data analysis/data mining and data management
-
Python enthusiast!
-
R Ladies global speaker
-
To be an mentor of Taiwan R business group
-
Assisted building Hadoop ecosystem platform for Chang Jung Christian University
Data Mining Programmer/Analyst
@ Newegg Inc.
2013 - present
Professional on business analysis, modeling customers' behaviors.
Support email marketing and do cyber crime prevention.
Achievements
-
Efficiently elevated customers open rate and click rate for email marketing.
-
Used Decision Tree/Logistic regression predicting churn customers for subscribers retention project.
-
Used Cross Validation/SVM predictive modeling analysis Digital Download Fraud behavior and conduct prevention project.
-
Used Association Rule/Collaborated Filtering analysis for email marketing leading customized products recommendation.
-
Data mining related software installation.
Research Analyst
@ Taipei Medical University
2011 - 2013
Familiar analyzed National health insurance research database.
Achievements
-
Used SAS software programs concluded Student t-test 、ANOVA、χ2 test、Logistic regression and Trend test as well as Synergy index to estimated cancer risk in my master thesis titled “Arsenic, Gene Polymorphism of Insulin-related Enzymes and Renal Cell Carcinoma” and the thesis won award in Taipei Medical University’s Research Exhibition.
-
To be a writing and data analyzing adviser of undergraduates’ research program which was responded 47,000 NT dollars by Taiwan National Science Council in 2013.
Epidemiology and Public Health, Master's degree
@ Taipei Medical University
2011 - 2013
Built models for estimating the risk of specific cancers developing in an individual. Arsenic and molecular epidemiology analysis.
RESUME
Professional
info
Work
experience
Education
Skills
Statistical Modeling
Machine Learning
Business Analysis
Data Mining
Medical Data Analysis
Languages
MS SQL
Python
R
SAS
SPSS
Hive