A collection of my academic research, industry consulting, and writing.
Redesigning the student assignment mechanism for a major school district.
Methods & Approach: Used the Deferred Acceptance algorithm with modifications for sibling priority. Simulated outcomes using historical preference data.
Consulting project for a logistics firm to optimize driver routes based on traffic probability.
Methods & Approach: Built a probabilistic travel time model using graph theory and historical traffic APIs.
RCT testing how SMS reminders affect savings rates in low-income households.
Methods & Approach: Randomized Controlled Trial with N=5000 participants over 12 months.
Op-ed analyzing the gender wage gap in technical roles controlling for experience.
Methods & Approach: Regression analysis of publicly available salary data.
Developed a pricing model for a ticketing platform.
Methods & Approach: Demand estimation using instrumental variables.
Simulating the long-term effects of rent control.
Methods & Approach: Overlapping generations model calibrated to city census data.