I have a Bachelor of Technology (B.Tech.) degree in Computer Science and Engineering from National Institute of Technology Calicut, India. I am currently a PhD student in the Department of Computer Science, University of Southern California. My research interests are in Deep Learning, Representation Learning and Adversarial Learning, especially for visual semantics, semantic integrity and healthcare applications. I am interested in developing new algorithms and applications at the intersection of these fields.
USC Information Sciences Institute
4676 Admiralty Way #1001
Marina del Rey, CA 90292, USA
a#jaiswal AT usc DOT edu [delete #]
a#jaiswal AT isi DOT edu [delete #]
Research Assistant • Aug 2017 - Present
I work as a Research Assistant to my PhD advisor, Prof. Natarajan, in his lab at USC ISI. I work on robust representation learning in deep neural networks and on semantic integrity assessment of multimedia data.
Deep Learning Intern • May 2016 - Aug 2016 • May 2017 - Aug 2017
I worked with the Data Analytics Platform team on various use-cases of machine learning and deep learning to improve their service and monitor their systems, involving anomaly detection and forecasting, as well as image segmentation.
Teaching Assistant • Jan 2017 - May 2017
I worked as a Teaching Assistant for USC CSCI 104L (Data Structures and Object Oriented Design). I helped oranize lab sessions, held office hours and graded assignments and tests.
Research Assistant • Aug 2014 - Apr 2016 • Aug 2016 - Dec 2016
I worked as a Research Assistant to my PhD advisor, Prof. Raghavendra, in the Predictive Analytics lab. I worked on projects involving oilfield data and those involving healthcare data. I continue to work on healthcare projects as a part of my PhD research.
Visiting Research Scholar • May 2013 - Jul 2013
I worked with Prof. Knoblock and his team on the task of predicting the next location of a smartphone user using sparse GPS data. I also worked on designing workflows for adding Data Mining features to their Data Integration project, Karma.
PhD in Computer Science• Currently Pursuing
I am currently pursuing a PhD in Computer Science at University of Southern California. My research interests include Machine Learning applications in multiple domains with a focus on Deep Learning, Representation Learning, Adversarial Learning, Visual Semantics and Healthcare. I am co-advised by Prof. Cauligi S. Raghavendra and Prof. Premkumar Natarajan. I am also enrolled in the Health, Technology and Engineering (HTE@USC) program in which I work with medical students at USC Keck School of Medicine to come up with innovations to improve healthcare.
BTech in Computer Science and Engineering • Gold Medalist • May 2014
I completed Bachelor of Technology in Computer Science and Engineering with the Gold Medal at National Institute of Technology Calicut, India.