Kaustav Kundu

Kaustav Kundu is a Senior Applied Scientist at Amazon AWS AI, specializing in computer vision and machine learning.23 He holds a PhD in Computer Science from the University of Toronto, where he focused on computer vision and machine learning under the guidance of Professor Raquel Urtasun.4

Professional Experience

Kundu has been working at Amazon since 2018, where he currently holds the position of Senior Applied Scientist in the AWS AI division.35 His work primarily involves research in computer vision and machine learning, contributing to projects such as instance segmentation and other AI-related initiatives.1

Education and Expertise

• PhD: Computer Science, University of Toronto (specializing in Computer Vision and Machine Learning)4
• Research Areas: Computer vision, machine learning, instance segmentation, and AI applications12

Publications and Contributions

Kundu has contributed to various research publications in his field. One notable recent work is "Prompting foundational models for omni-supervised instance segmentation," published in 2024. This research focuses on using foundation models like Segment Anything Model (SAM) and GroundedDINO to create high-quality pseudomasks for training instance segmentation models, potentially reducing annotation costs significantly.1

Professional Network

Kaustav Kundu maintains an active professional presence on LinkedIn, where he has over 500 connections.3 His LinkedIn profile username is indeed kaustav-kundu-96a03335, as mentioned in the query.