Selected Works
Research
August 2024 - Present
Conducting cross-national predictive modeling research to analyze the impact of living arrangements and sociodemographic factors on mental health among older adults. Identified a 1.44x increase in the odds of depression for individuals living alone in China based on gender and economic status.
Workshops
ArchivesData Science Workshops for Economics Students
The Scholarly Reading Circle For Economics
Organized and led data science workshops for 50+ economics students, featuring live demonstrations in Python and R on topics like data visualization, time series forecasting, regression, and data cleaning.
Projects
Implemented causal inference techniques to assess the impact of a widely reported computer outage on CrowdStrike's stock price. Identified and validated a 10% return decrease as a direct result of the outage using a difference-in-difference model.
We take a dive into the world of product analytics. We want to understand the relationship between observational data and customer retention for a product/service.
Utilized multiple regression analyses on over 2,000 individuals to assess the impact of study hours, absences, extracurricular participation, and employment on exam performance. Implemented data transformations and residual analysis to correct for non-linearity and heteroscedasticity.
Analyzed Cross Sectional data to predict the price of a home. including data cleaning, exploratory analysis, feature engineering, and predictive modeling. Improved predictive accuracy by reducing RMSE scores by 16.7% through advanced data preprocessing.