About me

Welcome! I have a deep fascination with the processes that underlie weather and climate predictability. My research aims to unravel these complex systems and enhance the safety, security, and well-being of communities worldwide. By understanding and predicting atmospheric phenomena, we can significantly reduce the risks associated with extreme weather events, contributing to more resilient societies. Currently, I hold the position of Project Scientist at the National Center for Atmospheric Research (NCAR), where I am an active member of the Climate & Global Dynamics Group based in Boulder, CO.

Previously, I had the privilege of being an ASP Post-Doctoral Fellow at NCAR, while also serving as a Post-Doctoral Researcher for the Multiscale Machine Learning (M2lines) In Coupled Earth System Modeling project. My primary focus was to investigate regional climate model biases, leverage data assimilation increments, and harness modern machine learning techniques to establish real-time/online corrections.

I earned my doctorate in Oceanography from the Scripps Institution of Oceanography, where my research centered on enhancing the predictability of North American West Coast weather patterns using Deep Learning methodologies. Additionally, I explored the theoretical aspects of weather predictability over extended time horizons by examining coupled (ocean/atmosphere) phenomena and relevant teleconnections. My research interests also encompass post-processing numerical weather predictions and leveraging large ensemble simulations to identify opportunities for more accurate subseasonal forecasts. Currently, my work involves developing innovative strategies and methods to advance the predictability of extreme weather events at subseasonal timescales, hybrid machine learning / dynamics based modeling, and full climate model replacement (with data driven schemes).

Throughout my academic journey, I have been fortunate to collaborate closely with my former advisors, including Dr. Shang-Ping Xie and Dr. Marty Ralph. I was a proud member of the dedicated team at the Center for Western Weather and Water Extremes, where our research contributes to a better understanding of weather and water-related phenomena in the western region.

Thank you for visiting my website and exploring my research endeavors!