I'm a Pre-Doctoral Researcher at Google Research India, working with Prateek Jain and Gaurav Aggarwal towards privacy-preserving graph neural networks. I'm broadly interested in developing machine learning models for scientific applications.
I was a Caltech SURF Award recipient in 2019 and won the ACM SIGBED Scholars Award in 2020.
Previously, I was an intern with the MLIA group at NASA Jet Propulsion Laboratory, where I worked with Kiri Wagstaff and Gary Doran on time-series algorithms to improve the responsiveness of the Plasma Instrument for Magnetic Sounding on the upcoming Europa Clipper mission.
I graduated with a B.Tech in Computer Science and Engineering (with a minor in Mathematics!) from the Indian Institute of Technology, Guwahati in 2020.
Much of my code is open-source: I've especially contributed to TensorFlow Datasets and Flax.
I've also spent time as a volunteer at Youth4Jobs Shine where I mentored differently-abled youth on career planning and employment tips, and at English On Call where I taught English to non-native speakers.
Feel free to look at my CV!
Publications
Unsupervised Detection of Saturn Magnetic Field Boundary Crossings from Plasma Spectrometer Data
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Computers and Geosciences
article
code
Resource Consumption and Radiation Tolerance Assessment for Data Analysis Algorithms Onboard Spacecraft
IEEE Transactions on Aerospace and Electronic Systems
article
code
Integrating Deep Learning and Unbiased Automated High-Content Screening to Identify Complex Disease Signatures in Human Fibroblasts
Nature Communications
article
Node-Level Differentially Private Graph Neural Networks
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PAIR2Struct, ICLR'22
article
video
slides
openreview
Interactive Media for Understanding ML Methods: A Case-Study on Graph Neural Networks
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Rethinking ML Papers, ICLR'21
article
video
slides
openreview
Detection of Environment Transitions in Time Series Data for Responsive Science
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MiLeTS, KDD'20 | 6th Workshop on Mining and Learning from Time Series
article
video
slides
Talks and Presentations
Time-Series Analysis Methods for Onboard Detection of Magnetic Field Boundaries by Europa Clipper
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Second AI and Data Science Workshop for Earth and Space Sciences
poster
2-uniform words: cycle graphs, and an algorithm to verify specific word-representations of graphs
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Workshop on Words and Complexity, Villeurbanne, France
article
abstract
slides
An Introduction to (Modern) TensorFlow
CVIT Summer School, IIIT Hyderabad
slides
Miscellaneous
Magnetic Field Boundaries in Cassini Plasma Spectrometer Data
An open-access dataset of CAPS ELS instrument observations with labelled crossing events.
zenodo
cite