Cangyuan Li
21-41 34th Ave, Astoria, NY 11106 •-•-
https://github.com/CangyuanLi
EDUCATION
Emory University, Goizeuta Business School Atlanta, GA
Bachelor of Business Administration, Major: Finance, Double Major: Creative Writing May 2021
Cumulative GPA: 3.9/4.0, Dean’s List -)
Relevant Courses: Linear Algebra, Logic and Proofs, Multivariable Calculus, Statistics, Graduate Econometrics
New York University, Tandon School of Engineering New York City, NY
Certificate of Distinction, Preparatory Course for Graduate Studies in Computing Aug. 2022
WORK EXPERIENCE
Emory University, Goizueta Business School Atlanta, GA
Research Assistant Jun. 2018 – Aug. 2021
Collect, synthesize, and clean data from various heterogeneous sources using languages such as Python
Analyze data, such as calculating Altman’s Z-score for firms in Compustat, using Stata and R
Lead large-scale data collection effort; scrape university sites and SSRN to measure professor productivity
University of Illinois, Gies College of Business Champaign, IL
Research Assistant Mar. 2020 – Aug. 2020
Use Google Trends data to create a measure of search intensity to predict bankruptcy claims
Create illuminative data visualizations using Stata and R, such as projecting complaints data onto a map
Engage with the economic underpinnings of a dataset, parsing out “real” from mechanical patterns
RADX Emory Atlanta, GA
Consultant Jan. 2021 – Aug. 2021
Increase client efficiency by creating Excel VBA scripts to aid in visualizing and understanding complex data
Assist in automating certain workflows, such as concatenating and querying data from disparate sources
Hone ability to understand new topics and create context-specific applications that meet client requirements
New York University, Stern School of Business New York City, NY
Researcher Aug. 2021 - Present
Understand and apply complex statistical techniques such as regression discontinuity and IV
Optimize and parallelize workflows involving big data, including leveraging cloud computing
Automate previously manual tasks such as report and bibliography generation and style guide enforcement
Perform sentiment analysis on a wide-ranging corpus of employee reviews from Glassdoor
Implement novel research, such as new two-way fixed effects estimators and Bayesian geocoding
LEADERSHIP AND COMMUNITY INVOLVEMENT
STEM Educational Institute New York City, NY
Instructor June 2022 – July 2022
Make simple and salient general computer science and data visualization concepts to novice programmers
Partner with the New York Yankees to mentor local, under-served high school students on STEM
Lead students in real-world data science exercise using temperature, elevation, and home run data
ADDITIONAL INFORMATION
Honors: NC Governor’s School (2016), National Merit Scholarship Winner -)
Skills: Web scraping, Data analysis, Natural language processing, Github, Git, Adobe Suite, Mandarin (Fluent)
Languages: Python, R, Julia, Stata, C++, Latex, Pandas, Numpy, Matplotlib, BeautifulSoup, Selenium
Interests: Taekwondo (2nd degree black belt), Writing (two publications), Speech and Debate, Chess
Publications: Co-author on working paper on bias in race prediction algorithms, including machine learning solutions