Debayan Datta Email & Phone Number

Bengaluru, Karnataka, India

Preserving Topology Using Deep Image Segmentation under the supervision of Dr Amit Chattopadhyay. Introducing a continuous-valued loss function to preserve correct Topology of fine-scaled structures. This function is designed to enforce segmentation to maintain correct topology akin to the ground truth, ensuring consistent Betti numbers. The innovative topology-preserving loss function is differentiable, allowing seamless integration into end-to-end training of deep neural networks. Four different methods are used to preserve the Topology of CREMI-A dataset. I am also profoundly grateful to the IASc-INSA-NASI Summer Research Fellowship Program for theirgenerous support and for providing me with the opportunity to pursue this research

Chennai, Tamil Nadu, India

Conventional Statistics along with Bayesian Inference and Decision Theory under the supervision of Dr Sudheesh Kumar Kattumannil. The entire internship period was an extremely valuable and enriching experience. It provided me with a new set of spectacles to view the world with a statistical perspective and apply the concepts and statistical tools to real life situations. The in-depth knowledge imparted by the mentor on the various topics as mentioned in the report have helped me understand the subject better. We tipped off the internship with a brief introduction on Conventional Statistics, then dived into the Bayesian Inference and Decision Theory. We then discussed about Logistic Regression and Spearman Rho. All of these topics were taught with real life examples which made it easy and convenient to comprehend.

Chennai, Tamil Nadu, India

Organisation of workshops, seminars on quality related themes and promotion of quality circles.Springboard – A Leadership Programme for Quality Circle members.

Master'S Degree, Big Data Analytics

Activities and Societies: Design and Quiz Team Member for PERCEPTRON 2024 (TechFest), Joint Secretary for PERCEPTRON 2025

Bachelor Of Science - Bs, Statistics, 9.29

Activities and Societies: Internal Quality Assurance Cell Member, Youth Development Team Member under Outreach Program, Quizzing

Indian School Certificate, 93.5

Activities and Societies: Swimming

Indian Certificate Of Secondary Education, 95.6

Activities and Societies: Cricket and Swimming