Currently, I am working as a Member of Research Staff at Palo Alto Research Center (PARC). I am part of the Complex Systems Analytics team, within the Intelligence Systems Lab at PARC. My research interest lies at the intersection of machine learning, scientific visualization and explainable AI.
Prior to joining PARC, I was a Postdoctoral Researcher at the Information Sciences Group of Los Alamos National Laboratory (LANL). I graduated with a Ph.D. and an M.S. from the Department of Computer Science & Engineering of The Ohio State University in 2019. At Ohio State, I was a member of the GRAphics and VIsualization sTudY (GRAVITY) research group led by my advisor, Dr. Han-Wei Shen. I completed my Bachelor’s in Computer Science & Engineering from National Institute of Technology, Durgapur, West Bengal (India) in 2011.
Interpretable Machine Learning Models for Interactive Visual Analytics.
In Situ Data Analysis of Large-Scale Simulations.
Distribution-based Probabilistic Feature Extraction and Visualization.
Information-theoretic measures for Uncertainty Analysis.
Multivariate and Ensemble Data Analysis & Visualization.
Doctor of Philosophy (Ph.D.) & Master of Science (M.S.)
Computer Science and Engineering, The Ohio State University (2013 - 2019)
Major: Computer Graphics and Data Visualization | Minor: Artificial Intelligence, High Performance Computing
Thesis: Statistical and Machine Learning Approaches for Visualizing and Analyzing Large-Scale Simulation Data
Bachelor of Technology (B.Tech.)
Computer Science and Engineering, National Institute of Technology, Durgapur, India (2007 - 2011)
Intelligent Systems Lab | Palo Alto Research Center Inc. | July 2021 - present
Data Science at Scale Team | Information Sciences (CCS-3) | Los Alamos National Laboratory | Jan. 2020 - July 2021
Graduate Research Assistance
Gravity Research Group | The Ohio State University | May 2014 - Dec. 2019
Graduate Research Intern
Data Science at Scale Team | Applied Comp. Science (CCS-7) | Los Alamos National Laboratory | Summer 2019
Programming Models Team | Applied Comp. Science (CCS-7) | Los Alamos National Laboratory | Summer 2017
Graduate Teaching Assistant
Intro to Comp. Programming in C++ | Dept. of Computer Sc. & Engineering, Ohio State University | Aug 2014- April 2016
Senior Software Engineer
Novell Software Development (India) Pvt. Ltd. | Bangalore, India | June 2011 - May 2013
European Organization for Nuclear Research (CERN) | Geneva, Switzerland | Summer 2010
Honors & Awards
Keynote Speaker at ICMLIP 2020 (Hyderabad, India)
Best Paper Honorable Mention Award at IEEE Visualization Conference, 2019 (Vancouver, Canada)
Recipient of O’Donnell Graduate Fellowship for Ph.D., 2013
Selected for the Summer Student Program at CERN, Geneva, 2010