Hello :)
I am a PhD student in Science, Technology, and Environmental Policy (STEP) at Princeton University, advised by Prof. Michael Oppenheimer and Prof. Filiz Garip. Before Princeton, I was a Research Assistant at the Center for Climate Systems Research, Columbia University / NASA GISS. I have training in mathematics, econometrics, and data science.
I study the socio-economic impacts of climate, using machine learning and causal inference to understand how environmental shocks affect human outcomes in both present-day and historical settings.
ee4561[at]princeton.edu · CV
Publications
Improving subseasonal Indian summer monsoon rainfall forecasts with U-Net calibration. Emile Esmaili, Andrew W. Robertson, Muhammad Azhar Ehsan, Bohar Singh, Aaron Kaplan, Avijit Dey, Susmitha Joseph. Climate Dynamics, accepted. [preprint]
Working Papers
El Niño amplified food insecurity in Early Modern Europe. Emile Esmaili, Michael J. Puma, Francis Ludlow, Eva Jobbova, Janavi Kumar, Poul Holm, Fredrik Charpentier Ljungqvist, Johannes Rom Dahl, John Alphonsus Matthews, Andrea Seim. Under review. [preprint]
