She is the Wang Family Professor in Computer Science in the Lewis-Sigler Institute for Integrative Genomics and the Department of Computer Science at Princeton University.

[4] Singh was educated at Indian Springs School,[5] Harvard University, and the Massachusetts Institute of Technology (MIT), where she was awarded a PhD in 1996[2] for research supervised by Ron Rivest and Bonnie Berger.

[6] Singh's research interests[7][8] are in computational biology, genomics, bioinformatics and their interfaces with machine learning and algorithms.

[13] She was elected a Fellow of the International Society for Computational Biology (ISCB) in 2018 for “outstanding contributions to the fields of computational biology and bioinformatics”.

[1] She was elected an ACM Fellow in 2019 “for contributions to computational biology, spearheading algorithmic and machine learning approaches for characterizing proteins and their interactions”.