Education

Columbia University, New York

Master of Science, Fall 2021 -

University of Minnesota, Minneapolis

Bachelor of Science, Statistics, Fall 2018 - Fall 2020

Bachelor of Arts, Mathematics, Fall 2018 - Fall 2020

GPA: 3.89 / 4.0

Shandong University of Finance and Economics, Jinan, CN

Bachelor of Economics, Financial Mathematics, Fall 2016 - Spring 2020

Projects

Consulting Project on Prediction of the Minnesota Governor Minneapolis, MN

University of Minnesota, Twin Cities, OCT 2020

  • Analysed the data of the voters and gave a brief understanding of the voters’ information in Minnesota

  • Started with a full logistic regression model and did the model selection process.

  • Have a deeper understanding of the logistic regression and had learned to present the results in different kinds of plots.

Consulting Project on Impact of Clinicians’ Race and Gender

University of Minnesota, Twin Cities, Sep 2020

  • Analysed the data of patients’ confidence of different clinicians’ race and gender and presented the result

  • Started with a full linear regression model, did the model selection step by step and provided the final model.

  • Presented the project by clear, straight forward and comprehend graphs and tables.

Introduction to Research Project

University of Minnesota, Twin Cities, July 2020-August 2020

  • Under the guidance of Professor Xiaoou Li and investigated two research papers, “Joint Maximum Likelihood Estimation for High-Dimensional Exploratory Factor Analysis”, “A Note on Exploratory Item Factor Analysis by Single Value Decomposition”

  • Did the simulation study of the paper “Joint Maximum Likelihood Estimation for High-Dimensional Exploratory Factor Analysis”.

  • Did a brief data analysis of the dataset “SAPA-Project: 22Dec2015 to 07Feb2017”.

Research of the Influence of Bike-Sharing on Bicycle Retailers

Shandong University of Finance and Economics, July 2017 - Sep 2017

  • Designed the questionnaire for pedestrians, retailers, government officials and netizens and then constructed the dataset.

  • Analyzed the answers of the questionnaire in the dataset using Excel and designed histograms and pie charts for explaining the data

Skills

Technical: R, Python, C ++/C, Java, Word, PowerPoint, Excel

Quantitative: Data wrangling, data analysis, data visualization, make website

Extracurricular Activities & Awards

9/2016-9/2017

Member of Research Department of Tao Xingzhi Association and participated in the “Three Thousand Project” of Shandong University of Finance and Economics

Sept.2019

Third class scholarship

Spring 2019

Enrolled in Dean List of the UNM.

Winter 2019

Participated ISSS MATCH Program and got the scholarship

Spring 2020

Enrolled in Dean List of the UNM.

1/2021

Got Distinction assessment of the Bachelor’s diploma in University of Minnesota.