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Mind the Income Gap: How Public Transit Shapes Labor Market Inequality
Published in SSRN Working Paper, 2025
Using a difference-in-differences design with IPUMS USA microdata, I study how the Expo Line Phase II light-rail extension in Los Angeles affected transit use, unemployment and early signs of gentrification.
Modeling and Analysis of Least-Cost Electrification using a Custom Python Tool and Monte Carlo Simulations
Published in Duke Library, 2025
Least-cost electrification model comparing grid extension, mini-grids and solar home systems for roughly 200,000 residents in Antongil Bay, Madagascar. In collaboration with GIZ, including one month of fieldwork.