Bachelor of Technology

  • DIT University, Dehradun
  • Specialization:  Computer Science and Engineering
  • GPA: 7.83/10.0
  • Aug. 2014 – Aug. 2018

Semester Exchange Student

  • Indian Institute of Technology, Roorkee
  • Advisor: Dr R Balasubramanian
  • Bachelor Thesis:  Attention based Visual QA, Implemented a model for Visual Question Answering(VQA) which used stacked attention mechanism to produce a feature importance weighting vector on the VGG16 last Convolution layer features of the image using the question embedding as a query vector.
  • Final model performed better than model which exercised single pass attention mechanism. We hypothesized that multiple steps of reasoning is required to answer questions about fine grained information in image.
  • Implemented Faster-RCNN, YOLOv2 and applied it on INRIA person dataset.
  • CGPA: 9.00/10.00
  • Jan. 2018 – Aug. 2018