Smita Krishnaswamy
Smita Krishnaswamy | |
|---|---|
| Born | Kalamazoo, Michigan, United States |
| Occupation(s) | Researcher, Associate Professor |
| Years active | 2008–present |
| Known for | Machine learning techniques for biomedical datasets, Open Problems in Single-Cell Biology initiative |
Smita Krishnaswamy is an American researcher and associate professor specializing in genetics and computer science at Yale University. Her work focuses on creating machine learning techniques to interpret complex biomedical datasets, with practical uses in areas such as immunology, immunotherapy, cancer, neuroscience, and overall health outcomes. She played a key role in launching the Open Problems in Single-Cell Biology initiative alongside the Chan Zuckerberg Initiative and acts as a scientific advisor for this endeavor.
Education and early career
Krishnaswamy completed her Ph.D. in computer science and engineering at the University of Michigan in 2008. Following this, she joined the IBM T.J. Watson Research Center as a scientist within the systems division, where her research centered on formal techniques for automated detection of errors. Her development of the Deltasyn algorithm was incorporated into the architecture of high-performance server processors such as IBM System p and IBM System z.
Transitioning her focus toward biological sciences, she undertook postdoctoral research at Columbia University's Department of Systems Biology, finishing in 2015. During this period, she designed computational frameworks to model cellular signaling pathways using single-cell mass cytometry data.
Awards and honors
In 2022, Krishnaswamy was honored with the FASEB Excellence in Science Award (Early-Career Investigator) by the Federation of American Societies for Experimental Biology, sponsored by Eli Lilly and Company.
Earlier, in 2009, she received the Outstanding Dissertation Award from the European Design Automation Association for her significant contributions to circuit and system testing.
As lead author, she also earned a best-paper recognition at the 2005 Design Automation and Test in Europe conference for her research on reliability assessment.
Publications
Krishnaswamy has co-authored a book published by Springer Verlag and authored over 50 peer-reviewed articles. Her research has been featured in prominent journals such as Nature Biotechnology, Nature Protocols, Nature Methods, Science, and Cell. Additionally, her work appears in proceedings from conferences including the International Conference on Machine Learning.