Youyang Gu

Data Scientist


Youyang Gu is a data scientist and the creator of, a simple COVID-19 prediction model that adds the power of machine learning on top of a classic infectious disease SEIR model to make forecasts for all 50 US states and more than 70 countries. Since April, his site has been cited by the Centers for Disease Control and Prevention (CDC) to help inform public health decision making. His modeling work has also been widely featured by various media outlets, including The New York Times, The Washington Post, The Wall Street Journal, The Economist, NPR, CNN, among others.

Prior to his COVID-19 modeling work, Youyang honed his research skills in a variety of fields: tech, trading/finance, and sports analytics. His expertise is in using machine learning to understand data, separate signal from the noise, and make accurate predictions. The cross-disciplinary nature of Youyang’s background allows him to successfully tackle new projects in new fields, such as disease modeling.

Youyang completed his Bachelor’s degree at the Massachusetts Institute of Technology (MIT), double majoring in Electrical Engineering & Computer Science and Mathematics. He also received his Master’s degree at MIT, completing his thesis as part of the Natural Language Processing group at the MIT Computer Science & Artificial Intelligence Laboratory.

His story has been featured in the book Young Leaders 3.0: Stories, Insights, and Tips for Next-Generation Achievers. In his free time, Youyang enjoys snowboarding (or skiing if there’s fresh powder), making good trades in fantasy football, and driving during fall foliage.

Youyang is always interested in learning more about how data-oriented modeling can be used to tackle public health challenges. You can contact him by using the Contact page.