Deepak Kumar

Neural and Intelligent System Lab
University of Massachusetts, Dartmouth
(337) 781-1568 · dkumar2@umassd.edu

I am first-year doctoral student in Computer and Information Sciences at University of Massachusetts, Dartmouth, working under the supervision of Dr. Ming Shao . I did my Masters Thesis Cross-View Action Recognition via Joint Dictionary and Transfer Learning under the supervision of Dr. Ming Shao . The focus of my research lies in Computer Vision, Transfer Learning, Machine Learning, and Deep Learning.

I previously received a B.S in Computer Science from the Shaheed Zulifkar Ali Bhutto Institute of Science and Technology(SZABIST), Karachi, Pakistan in 2013

Experience

Research Assistant

University of Massachusetts, Dartmouth
September 2016 - Present

Data Analyst

Center for Data Science-EduEnrich
December 2013 - December 2015

Internee - Pakistan Internet Exchange

Pakistan Telecommunication Limited
June 2012 - August 2012

Education

University of Massachusetts, Dartmouth

Doctor of Philosophy
Computer and Information Sciences
September 2018 - August-2021

University of Massachusetts, Dartmouth

Masters of Science
Data Science
Janurary 2016 - August 2018

Shaheed Zulifkar Ali Bhutto Institute of Science and Technology, Karachi

Bachelors of Science
Computer Science
August 2009 - June 2013

Skills

Programming Languages
  • Python, R Matlab, HTML/CSS/JS, C(Parallel Programming) , C++
Data Tools
  • Tableau, scikit-Learn, Mataplotlib, Numpy, Pandas, NLTK, D3, RapidMiner
machine Learning Packages
  • Keras, Tensor Flow, Caffe, LibSVM

Publications/Presentations

Confrence Paper

  • D. Kumar, C. Kumar and M. Shao, "Cross-database mammographic image analysis through unsupervised domain adaptation," 2017 IEEE International Conference on Big Data (Big Data), Boston, MA, USA, 2017 Paper | PPT | Code

Thesis

  • MS Thesis: "Cross-View Action Recognition via Joint Dictionary and Transfer Learning" PPT | Abstract

Presentations

  • 2017 NECV: Cross-Database Mammographic Image Analysis through Unsupervised Domain Adaptation PPT | Poster

Services

Conference Reviewer/External Reviewer

  • 2018 - Association for Advancement of Artificial Intelligence (AAAI)
  • 2018 - Journal of Electronic Imaging (JEI)
  • 2018 - International Joint Conferences on Artificial Intelligence (IJCAI)
  • 2019 - Association for Advancement of Artificial Intelligence (AAAI)