Skills Summary
Scripting Language & Software
Data Analysis Related:
Others:
Education
University of California, Santa Barbara | UCSB
M.A. in Applied Statistics
- Main Courses: Machine Learning ⋅ Data Mining ⋅ Time Series ⋅ Advanced Statistical Methods ⋅ Statistical Theory (PhD level) ⋅ Design of Experiments
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Worked as Teaching Assistant:
⋅ Prepared and gave sections for undergraduate students.
⋅ Read and graded undergraduate students’ homework and exams.
M.A. in Economics
- Main Courses: Econometrics (PhD level) ⋅ Corporate Finance ⋅ Time Series ⋅ Microeconomics ⋅ Macroeconomics ⋅ GameTheory
Beijing Institute of Technology | BIT
B.A. in International Economics and Trade
- Main Courses:
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Worked as Research Assistant:
⋅ Finished the literature review of more than 25 papers referring to sex ratio.
⋅ Recorded, analyzed and visualize the Jiangxi province’s industry cluster data, provided a general report. (Used STATA).
⋅ Analyzed the data (using STATA) about China’s home service industry; participated in writing two papers.
B.A. in Law
- Focused on interdisciplinary areas of Law and Economics.
Project
Construction of Indices for Business Circle: Applied Poisson GLM
. (Used Python)
Recommender Algorithm for customized search in O2O Retail Products: Applied Collaborative Filtering
Algorithm. (Used Python)
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets: Applied multiple classification methods such as Support Vector Machine
, Decision Tree
, Random Forest
, Boosting
, Logistic Regression
, etc. (Used R)
Did research on the topics such as “Attendance Behavior” and “Game Theory”; Analyzed and applied different statistical models such as ZIP model
, Proportional-Odds Cumulative Logit Model
, and some other Generalized Linear Model. (Used R)