Current progress and open challenges for applying deep learning across the biosciences

Publication
Nature Communications
Dr. Nicolae Sapoval
Dr. Nicolae Sapoval
PhD student

Dr. Sapoval received his Ph.D. in Computer Science from Rice University in May 2024. Previously he obtained a B.S. degree in Computer Science and a B.S. with Honors in Mathematics from the University of Chicago. At the University of Chicago Nick worked in wireless networks research and later in computational biophysics focusing on conformational transition modeling for insulin degrading enzyme. His current interests are in the areas of computational biology with a focus on genomic data.

Dr. Advait Balaji
Dr. Advait Balaji
PhD student from 2018 through 2023 (currently Analytics Engineer at Oxy)

Advait (5th year PhD student) obtained a dual degree, B.E Computer Science and MS Biological Sciences from BITS, Pilani in India. During his undergraduate degree, he received the Khorana Scholarship (2016) from the Indo-US Science and Technology Forum and also a thesis fellowship (2017-18) to work at Icahn School of Medicine, Mount Sinai, NY. At Mount Sinai, he worked on creating a Sub-cellular process-based ontology that predicts whole cell function using Natural Language Processing. His research interests are at the intersection of genomic data science and designing efficient algorithms to analyze genomic data.

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