Samrudhdhi B Rangrej

Samrudhdhi B Rangrej is a Research Scientist at the Samsung Artificial Intelligence Center (SAIC), Toronto, focusing on computer vision, multimodal learning, and deep learning. They earned their PhD from McGill University under Prof. James J Clark, with prior research experience at the Center for Visual Information Technology (CVIT) at IIIT-Hyderabad under Prof. Jayanthi Sivaswamy.

• PhD, Computer Science, McGill University
• MS by Research, Computer Science, IIIT-Hyderabad

Their research spans computer vision, particularly attention mechanisms and sequential modeling, with applications in medical imaging, generative models, and robust learning. Recent work includes image super-resolution, action anticipation in videos, and transformer-based attention models.

Key trends in their publications include attention mechanisms for partially observable environments, transformer architectures, noise-robust learning, and medical imaging applications for diabetic retinopathy and retinal layer segmentation.

• Member of the Center for Visual Information Technology (CVIT), IIIT-Hyderabad

They actively contribute to deep learning frameworks in computer vision and healthcare AI, with a history of internships at Facebook, Inc., and projects in reinforcement learning, generative models, and multimodal analysis.