Hi, I am a post grad student at the department of Computational and Data Sciences (IISc). I am associated with the Video Analytics Laboratory (VAL) where I am advised by Prof. R. Venkatesh Babu. I am interested in Machine Learning, Computer Vision, Natural Language Processing and Deep Learning Generalization. Presently I am working on Source-free Unsupervised Domain Adaptation for Semantic Segmentation.

Apart from academics I keep interest in painting and music. I get immense joy in learning a new sport/instrument. I also love to read cosmology books, one of my favourites being "A Brief History of Time: From the Big Bang to Black Holes" by Stephen Hawking.

Education

• M.Tech, CDS, Indian Institute of Science, Bangalore, 2019-Current.
  

  Advisor: R. Venkatesh Babu

• B.Tech, EEE, National Institute of Technology, Warangal, 2013-2017.

  Advisor: D.V.S.S. Siva Sarma

Work Experience

• GCDSL labs (aerospace department), IISc, Bangalore. Intern, Mar 2019 - Jul 2019
• The hi-tech robotic systemz ltd, Gurugram. Research Engineer, Oct 2017 - Dec 2018
• RCI labs, DRDO, Hyderabad. Intern, June 2017 - July 2017

Projects

• DOMAIN ADAPTATION FOR SEMANTIC SEGMENTATION | Video Analytics Lab, IISc
• E-LEARNING ENHANCEMENT | SATU smart2.0 challenge
• EFFICIENT LEARNING OF GRAPH EMBEDDING (COMPLEX) | Course Project, IISc
• DUPLICATE QUESTION DETECTION ON QUORA | Course Project, IISc
• VISUALIZING THE DISCRIMINATIVE IMAGE REGIONS FOR CLASSIFICATION TASK | Course Project, IISc

Contact

amitksingh@iisc.ac.in