HDSI Annual Report 2022–2023

2023 HDSI funding awardees

2023 SPUDS fellows

summer program for undergraduates in data science Program (SPUDS)

faculty Special Projects

Giovanni Parmigiani + Danielle Braun Clinical Decision Support Tool for Trans and Gender Diverse Patients on Hereditary Cancer Risk Weiwei Pan Textbook and community building initiative: How Artificial Intelligence can help to solve the world’s largest challenges Douglas Finkbeiner Machine Learning Journal Club Serhii Plokhii Historical Data and the Natural World : A Deep Dive into the Ukrainian Past Andrew Witt 3D Motion Capture of Domestic

The Summer Program for Undergraduates in Data Science (SPUDS) is a ten-week summer program, co-sponsored by Harvard College and the Harvard Data Science Initiative (HDSI), that aims to provide a formative and substantive data science research experience and to promote community, creativity, and scholarship amongst Harvard College students. Rafael Irizarry, Professor of Applied Statistics at Harvard and the Dana- Farber Cancer Institute, is faculty director of this year’s SPUDS program. The HDSI is proud to announce the 2023 participants for the third year of the Summer Program for Undergraduates in Data Science (SPUDS):

Competitive Research Fund

Karla Avalos Qi Qi Chin Alexander Glynn

Joanna Aizenberg Rational design of polymeric materials using machine learning Marcia Castro Tracking the Footprint of Mining Extraction in the Brazilian Amazon with a Near Real-Time Artisanal Mining Alert System Melanie Weber Interplay of Symmetry and Scaling in Machine Learning

Interactions for Kinetic Environments Design Alyssa Goodman Cosmic DS Margaret McConnell

Kenneth Gu Lal Kablan Sophie-An Kingsbury Lee

Joshua Park Zoe Shleifer Gabriel Sun Mark Takken Leo Vanciu Henry Wu Diamante Balcazar

Effect of household financial distress on children's health Vijay Janapa Reddi TinyML Club

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