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Hello! I am a researcher in infectious disease dynamics. I develop models that combine novel data sources, scientific knowledge, and state-of-the-art statistical methods to guide effective policies from noisy, incomplete, and often misleading data. Most of my work concerns COVID-19 and cholera.
I’m currently a post-doc with Justin Lessler and Jess K. Edwards at The University of North Carolina at Chapel Hill, working on mixing mechanistic and statistical models. My current projects include:
- flepiMoP (GitHub), an open-source flexible epidemic modeling pipeline that can simulate most compartmental models over a wide range of connected metapopulation setups.
- InfluPaint, where we do inpainting on epidemic curves generated by denoising diffusion probabilistic models, to produce forecasts of influenza transmission in the U.S.
I’m working remotely from Vevey in Switzerland. Don’t hesitate to reach out if you pass by the Geneva Lake area.
My research output finishes on GitHub or Google Scholar, if not buried in a computer folder.