Welcome
I am a research scientist at Chan Zuckerberg Initiative, leading early efforts to understand how genetic mutations affect cellular function as part of the Virtual Cell mission. Previously, I worked with Dr. Victoria Popic at the Broad Institute on motif-driven structural variant discovery and their association with disease. I completed my Ph.D. at Johns Hopkins University, where I developed novel statistical machine-learning models to parse complex interactions between genetics and brain functioning in neuropsychiatric disorders. Major contributions from my Ph.D. include: Bayesian models for finemapping, graph-based deep learning models for interpretable polygenic risk scoring, and latent factor models for multimodal imaging-genetics. Most of this work was conducted in collaboration with the Lieber Institute of Brain Development and the University of Virginia. My long-term goal is to integrate complex statistical models with genomic knowledge to provide insights into disease mechanisms.
News
| [Aug 2024] | Joined CZI as AI research scientist. |
| [Oct 2023] | Joined Broad Institute as computational scientist. |
| [July 2023] | Published my first senior author paper as part of EMBC where I played the role of independent supervisor. |
| [July 2023] | Our patent on using graph attention and convolutions for improving cardiovascular risk prediction got published by USPTO. |
| [May 2023] | Organization for Human Brain Mapping awarded $700 for noteworthy abstracts. |
| [Mar 2023] | We introduce BEATRICE, a finemapping tool to identify putative causal variants from GWAS summary data. |
| [Jun 2022] | I will spend the summer at X, the moonshot factory as AI resident. |
| [Jan 2022] | GUIDE will appear at ICLR 2022. |
| [Jan 2022] | Selected as MINDS fellow for 2022. |
| [Sep 2021] | How can biology guide deep neural networks? Check out our recent work on Biologically Informed End-to-end Imaging Genetics. |
| [May 2021] | I joined Siemens-Healthineers as a machine learning intern for the summer of 2021. |
| [Mar 2021] | G-MIND got featured at HUB. |
| [Feb 2021] | G-MIND received the best student paper at SPIE 2021. |
| [Feb 2021] | G-MIND will appear as a special oral (deep dive) at SPIE 2021. |
| [Oct 2020] | Awarded MICCAI travel grant. |
Past Affiliations
|
|
|
| Jadavpur University | Johns Hopkins University | Broad Institute |

