Shantanu Ghosh

Batman Lab

     

[CV]

Contact:

shg121@pitt.edu

About Me

I am an incoming Ph.D. student in Intelligent Systems at the University of Pittsburgh, advised by Prof. Kayhan Batmanghelich. Prior to that, I received my M.S. degree in Computer Science from the University of Florida, USA, advised by Prof. Mattia Prosperi. I also worked closely with Prof. Kevin Butler as a Graduate Research Assistant in Florida Institute of Cybersecurity (FICS) Research. Before that, I received my B.Tech degree from Institute of Engineering and Management, Kolkata under the affiliation of West Bengal University of Technology, India.

Along with this, I have 6+ years of experience in the IT/Software Service/Product industry as a Full Stack developer across Lexmark International India Pvt Ltd and Cognizant Technology Solutions India Pvt Ltd, involved in BIG/Medium scale Development/Enhancement projects.

My research interests lie in Computer Vision, Deep Learning, Causal Inference and their medical applications focusing on basic to advanced architectures of supervised and unsupervised deep neural networks to improve their generalization, and interpretability.

Education

University of Pittsburgh, USA
Ph.D. in Intelligent Systems, Aug 2021 - Now

Univesity of Florida, USA
M.S. in Computer Science, Aug 2019 - May 2021

Institute of Engineering and Management, India
B.Tech in Computer Science and Engineering, Aug 2008 - June 2012

Selected Publications

* indicates equal contribution

Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)
Shantanu Ghosh, Christina Boucher, Jiang Bian Mattia Prosperi
Computer Methods and Programs in Biomedicine Update / Paper / Code
Causal AI with Real World Data: Do Statins Protect From Alzheimer’s Disease Onset?
Mattia Prosperi, Shantanu Ghosh, Zhaoyi Chen, Marco Salemi, Tianchen Lyu, Jiang Bian
Deep propensity network using a sparse autoencoder for estimation of treatment effects
Shantanu Ghosh, Jiang Bian , Yi Guo, Mattia Prosperi
Journal of the American Medical Informatics Association / Paper/ Code

Profesional Experience

  • Batman Lab, University of Pittsburgh, May 2021 - Aug 2021
    Advisor: Dr. Kayhan Batmanghelich
    Research Systems Analyst
  • Florida Institute of Cybersecurity Research (FICS), University of Florida, Jan 2021 - May 2021
    Advisor: Dr. Kevin Butler
    Graduate Research Assistant
  • Data Intelligence Systems Lab (DISL), University of Florida, Feb 2020 - Dec 2020
    Advisor: Dr. Mattia Prosperi
    Research Assistant
  • Multimedia Communications and Networking Laboratory (MCN), University of Florida, Feb 2020 - Dec 2020
    Advisor: Dr. Dapeng (Oliver) Wu
    Independent Researcher
  • Lexmark International India Pvt Ltd,Oct 2016 - July 2019
    Software Engineering Professional II
  • Cognizant Technology Solutions India Pvt Ltd, March 2013 – September 2019
    Associate, Projects

Honors and Awards

  • Achievement Award of 4500 USD, University of Florida, USA, 2019-2020
  • Star Employee, Cognizant Technology Solutions, India, 2013, 2015
  • National Scholarship, Central Government Human Resource Development Department of Higher Education, India, 2008