Steffanie Paul is a PhD candidate in Bioinformatics at Harvard Medical School. Her research focuses on the application of Generative AI and machine learning in protein design and antibody therapeutic discovery. She is particularly interested in Explainable Artificial Intelligence and the development of interpretability tools for understanding what Deep Learning models learn from data.
Steffanie Paul received her Bachelor of Arts in Molecular Biology from Harvard College, where she also began her computational biology research during her undergraduate degree. After graduating, she worked as a computational biologist at a biotech company for a year before starting her PhD.
Steffanie Paul's research centers on accelerating antibody therapeutic discovery using machine learning. She develops novel machine-learning methods grounded in principled statistics to address challenges in computational antibody discovery, such as de-novo, target-conditioned antibody design, and on-target specificity optimization. She also collaborates closely with experimentalists to create efficient machine-learning tools for extracting valuable information from experimental antibody design campaigns.
Her notable publications include:
Steffanie Paul is currently a PhD candidate at the Debora Marks lab at Harvard Medical School, working in the field of Bioinformatics and Integrative Genomics.
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