CV

Education

• Ph.D in Artificial Intelligence, Department of Electrical Engineering, IIT Bombay, 2024 (expected)
• M.Tech. in Robotics, Depatment of Mechanical Engineering, IIT Kanpur, 2015
• B.Tech. in Mechancial Engineering, University of Calicut, 2013

Work experience

• 2023 Jul-Dec: Intership
  • Samsung R&D Institute, Bangalore
  • AI Camera Team, Camera Solutions Group, Visual Intelligence Division
• 2017-2019: Research Scholar
  • Department of Physics, IIT Madras
  • Quantum Information and Quantum Computing Lab
  • Supervisor: Professor Vaibhav Madhok
• 2015-2016: Post-graduate Engineer Trainee
  • Engineering Research Centre, Tata Motors Limited, Pune.
  • Appplication Engieering and vehicle evaluation
  • Thermal analysis of brakes

Serving as Reviewer for International Conferences such as CVPR, ICCV, ECCV, ICLR, ICML, WACV, NeurIPS from 2022.

Publications

“So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy

Resource-Efficient Hybrid X-Formers for Vision

Convolutional Xformers for Vision

WaveMix: A Resource-efficient Neural Network for Image Analysis

CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation

Resource-efficient Image Inpainting

WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting

Heterogeneous Graphs Model Spatial Relationships Between Biological Entities for Breast Cancer Diagnosis

Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers

WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution

Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision

Technical Skills