I am deeply immersed in the realm of theoretical statistics, with a particular emphasis on unraveling the intricate mechanisms behind how the human brain comprehends visual scenes. Under the esteemed guidance of Associate Prof. Dr. Ujjwal Bhattacharya from the Indian Statistical Institute, I am privileged to delve into this captivating domain.In my professional journey, I have embarked on a role within the DSW product line of the CDA product group and a member of AI & Perception Team at Valeo in India . One of the key aspects of my role is to bridge the gap between research and production, ensuring that the latest developments in machine learning are effectively implemented in real-world applications.During my tenure at the Indian Statistical Institute, I have had the privilege of contributing to multiple noteworthy publications in esteemed conferences and journals. My research endeavors primarily revolve around crafting sophisticated algorithms for machine learning, with a laser focus on the intricate task of detecting and recognizing activities within images or videos. Specifically, my efforts are concentrated on tackling pertinent challenges such as Unsupervised Learning, Curriculum Learning, Transfer Learning, and Domain Adaptation.However, beyond the technical intricacies lies a profound passion for delving into the realm of Visual Scene Understanding (VSU). I am deeply fascinated by the opportunity to apply machine learning methodologies to decipher how the human brain perceives and comprehends visual stimuli. This interdisciplinary pursuit not only fuels technological advancement but also enriches our understanding of the complex workings of cognition.•Specialties: Research targeted topics, project design and management, code completion, performance evaluation and tuning, writing scientific papers.•Abilities: Excellent problem solving, Abstract thinking, Quick learning ability, and Building research team.Additionally, In various research projects, I maintain strong collaboration with academia and parallelly leading a group of Computer Vision at Indian Statistical Institute, Kolkata. I jointly supervised students with Prof. Ujjwal Bhattacharya, Indian Statistical Institute, kolkata in the area of Computer Vision and Deep Learning. We are always looking for self motivated students to join our Vision Group.