- Constructed ANOVA and lagged-linear models using R Studio to investigate which financial and demographic factors influence
- Collected historical repertoire and financial data of 26 U.S. symphony orchestras from IRS tax-filings, orchestral archives, and 5
- Devised novel methods to code repertoire data, building off previous approaches in the literature
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Northwestern Undergraduate Research Journal
Co-Managing Director of Development
Evanston, IL, US
September 2019 - present
C
Cure Benefits
Co-founder, Business Development and Marketing
Plano, TX, US
February 2019 - September 2020
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National Youth Orchestra of the United States of America
Associate Concertmaster and Mandarin Translator
New York City, NY, US
June 2017 - August 2019
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Northwestern Department of Alumni Relations and Development