Born in the city of joy Calcutta (Kolkata), India, currently I'm a postdoctoral researcher in Human Technopole, in Milan, Italy. I obtained my PhD in Computer Science (interdisciplinary with medical physics) from the Otto von Guericke University Magdeburg, Germany. My main research field is machine learning, to be precise, deep learning, and its applications in the field of medical imaging. The focus of my PhD thesis was to deal with artefacts in MRI - undersampled reconstruction and retrospective motion correction, and the primary focus of my current postdoctoral research is on learning latent phenotypes from multimodal imaging and finding relations with genotypes. I'm also working on other deep learning projects: vessel segmentation, anomaly detection, tumour classification, etc. One major concern with deep learning models is their black-box nature. I'm trying to address that problem - building trust in such models with the help of interpretability, explainability, and uncertainty quantification. Research is not only my profession but also my passion. I like to solve real-world problems with the help of artificial intelligence. I love my current research topics related to the applications of deep learning in medical imaging, as I believe these might contribute to saving some patient's life, even in the smallest magnitude in the long run. I'm also really enthusiastic about physics as this is the study of the universe and would love to apply my skills of AI in that field.
Human Technopole
Milan, Lombardy, Italy
Genomics Research Centre
Otto-von-Guericke University Magdeburg
Magdeburg, Saxony-Anhalt, Germany
Faculty of Computer Science
University Lecturer
Otto von Guericke University, Magdeburg, Germany
01 Mar 2025 - present
Post Doctoral Researcher
Human Technopole, Milan, Italy
01 Dec 2022 - present
Post Doctoral Researcher
Otto von Guericke University, Magdeburg, Germany
01 Jul 2022 - 01 Nov 2022
University Educator/Researcher
Otto von Guericke University, Magdeburg, Germany
01 Jan 2018 - 01 Jun 2022
Research or Laboratory Scientist
Infymax Solutions Pvt Ltd, Kolkata, India
01 Jul 2017 - 01 Nov 2017
Co-Founder & Chief Software Architect
Supernova Techlink, Kolkata, India
01 Dec 2011 - 01 Jun 2017