I am an Assistant Professor in the Department of Biostatistics at Boston University (BU) School of Public Health. I am also a Rafik B. Hariri Junior Faculty Fellow at the Rafik B. Hariri Institute for Computing and Computational Science & Engineering at BU.
I was a postdoctoral research fellow in the Departments of Biostatistics, and Computational Medicine and Bioinformatics, and a Precision Health Scholar at The University of Michigan-Ann Arbor. I obtained my PhD in Statistics from University of Connecticut.
My research interests include Bayesian modeling, variable selection, geometric functional data analysis, spatial statistics and applications to complex-structured biomedical data. My current research is focused on building statistical methods to address relevant questions in different disease contexts, by integrating complex-structured data (imaging, spatial-genomic, geospatial and digital data) from multiple platforms.
Ph.D. in Statistics, 2018
University of Connecticut
M.S. in Statistics, 2017
University of Connecticut
M.Sc. in Applications of Mathematics, 2014
Chennai Mathematical Institute
B.Math.(Hons.), 2012
Indian Statistical Institute
We develop statistical models to:
identify associations between complex-structured data (imaging, spatial-genomic, geospatial, digital) from multi-platform data sources,
predict clinical characteristics of interest by integrating biomarkers generated from complex-structured data, and
understand the biological relevance and implications of our findings.
Our methods are developed in the context of various diseases such as cancer and neurodegenerative (Alzheimer’s) diseases.
We develop innovative statistical methodology that leverages structural and biological information in the data. To address the challenges of handling complex-structured data, we develop and employ methods at the interface of hierarchical Bayesian modeling, variable selection, geometric/functional data analysis and spatial statistics.