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)
