I am a PhD candidate in Economics at the CUNY Graduate Center. Prior to starting my PhD, I worked at the IMF on public investment management, and before that as an analytics consultant developing demand forecasting models.
I study why governments fail to build what they promise. In many developing countries, the same budget that delivers housing and roads in one district produces abandoned construction sites in another. These gaps between policy and implementation shape where people can afford to live, which neighborhoods get services, and whether cities grow or stagnate.
My current work focuses on Egypt's urban development - tracking how enforcement shocks affect informal construction, how local state capacity determines infrastructure placement, and how information frictions shape household decisions during policy changes. The empirical challenges have led me to develop new measurement approaches: building pipelines to extract structured data from Arabic administrative documents, combining satellite imagery with local records, and using LLMs to parse government PDFs at scale. These patterns - state capacity constraints, informal markets, implementation gaps - recur across developing countries, making Egypt a useful case for understanding broader questions about how states function when formal institutions are weak.
The core challenge is measurement. We know surprisingly little about what governments actually build versus what they budget for, and that gap matters for understanding why development happens where it does.
International Monetary Fund, Fiscal Affairs Department
Research Analyst • January 2020 – July 2022
I worked on public investment management in fragile and climate-vulnerable states. Led the empirical analysis that became the PIM bottlenecks paper, conducted field assessments in Grenada, Haiti, and Nepal, and developed the climate impact methodology that went into the 2020 Fiscal Monitor. The work combined diagnostic frameworks (PIMAs), cross-country empirical analysis, and on-the-ground capacity development in post-conflict settings.
Key projects: disaster-adjusted capital stock methodology for Haiti, reform sequencing analysis across low-income countries, climate-responsive infrastructure governance frameworks.