Sudipta Sarkar (সুদীপ্ত সরকার)
"Education is the manifestation of the perfection already in man." - Swami Vivekananda (1863-1902)
|| Learner || Computer Science || Deep Learning || Computer Vision ||
|| Learner || Computer Science || Deep Learning || Computer Vision ||
My name is Sudipta Sarkar (Rik), a strong follower of Swami Vivekananda, Thakur Shree Ramakrishna, and Holy Ma Sharada. I have recently completed my master's degree in Computer Science (June 2025) from Ramakrishna Mission Residential College (Autonomous), Narendrapur, and I earned my bachelor's degree in Computer Science (Hons.) from Ramakrishna Mission Vivekananda Centenary College, Rahara. I have also qualified the UGC-NET (LS) examination for Assistant Professorship and Ph.D. eligibility under the June 2025 cycle.
During my five years of undergraduate and postgraduate studies, I had the opportunity to visit more than three Ramakrishna Mission Centers. I deeply admire their philosophy, work, and spiritual ideologies. Throughout this period, I met many potential friends, teachers, and monks who have continuously encouraged me to be a diligent learner and, more importantly, a good human being. I am truly grateful to all my friends, teachers, family members, and especially to the monks, whose guidance has played a crucial role in shaping me into a better person. Today, I strive not only to excel in the field of computing but also to grow spiritually and become a better individual in every aspect of life.
The name "Sudipta" (সুদীপ্ত) is of Sanskrit origin and is commonly used in Bengali-speaking regions. It is a combination of two Sanskrit words: "Su" meaning "good," "auspicious," or "prosperous," and "Dipta" meaning "bright," "shining," or "illuminated." Thus, Sudipta is often interpreted as "one who is brightly shining" (যে আলোকিতভাবে উজ্জ্বল) or "the one who is prosperous and enlightened" (যে সমৃদ্ধ ও জ্ঞানী). It conveys the idea of someone who is radiant, intellectually bright, or blessed with success.
New technical articles are now available! Explore my latest writings on Technical Article, covering Complexity Theory, Linear Algebra, Backpropagation, and Proof Methodologies.
Final Semester Thesis Presentation and submission at RKMRC.
Given a Seminar on Image Generation and Diffusion Models at RKMRC.
Started final year M.Sc. project on Video Action Recognition under Dr. Abir Das at IIT Kharagpur.
Specializing in advanced topics like Deep Learning, Computer Vision, and Algorithms. My coursework includes Machine Learning, Image Processing, and Data Science, with a focus on research-oriented projects under esteemed faculty. The college, affiliated with University of Calcutta, is renowned for its holistic education combining academic excellence with spiritual values, inspired by Swami Vivekananda’s teachings.
Studied core computer science subjects including Data Structures, Algorithms, and Database Systems. Conducted undergraduate research in Deep Learning and Computer Vision. The institution, affiliated with West Bengal State University (WBSU), emphasizes scientific rigor and ethical values.
Studied in a Bengali Medium School affiliated with the West Bengal Council of Higher Secondary Education (WBCHSE). Located in a rural area near the India-Bangladesh border with poor development and limited resources, the school faced a shortage of teachers and students. I was the only student in the science stream for classes 11th and 12th, which fostered resilience and self-reliance. Focused on Physics, Chemistry, Mathematics, and Biology, building a strong foundation in scientific principles. Participated in science fairs and regional competitions, fostering an early interest in technology.
Rearranged video frames into super images to convert video action recognition into an image classification task. Employed Hiera Vision Transformer (Hiera-ViT) as the classifier, achieving competitive results on Kinetics-400 and Something-Something V2 datasets.
Tools: PyTorch, Video Action Recognition, Activity Detection
Project Status: Ongoing (Final Year M.Sc. Project at RKMRC)
Supervisor: Dr. Abir Das, Assistant Professor, IIT Kharagpur
Focused on improving message hiding techniques using Steganography and applying Steganalysis to detect hidden signals. Aims to maximize PSNR and NCC values using optimizers like PSO and apply CNNs and LSTMs for Steganalysis.
Tools: Python, Steganography, Deep Learning, CNN, LSTM
Project Status: Ongoing at RKMRC
Supervisors: Dr. Siddhartha Banerjee & Bibek Ranjan Ghosh, Associate Professors, Ramakrishna Mission Residential College
Aims to detect key human emotions like anger, disgust, fear, happiness, sadness, surprise, and neutrality using Convolutional Neural Networks (CNN). Achieved 61.25% validation accuracy after 42 epochs.
Tools: Python, Deep Learning, CNN
Project Link: Show Project
Supervised by: Prasenjit Das, Assistant Professor & Dr. Chayan Halder, Assistant Professor, Ramakrishna Mission Vivekananda Centenary College
Explores cell nuclei segmentation for microscopy image analysis, vital for biological studies, using UNet in resource-constrained environments.
Tools: Python, Deep Learning, UNet
Project Link: Show Project
Supervised by: Dr. Biswajit Biswas, Assistant Professor, Ramakrishna Mission Vivekananda Centenary College
Classifies potato leaf diseases using deep learning to improve early detection and crop cultivation in agriculture.
Tools: Python, Deep Learning, CNN
Project Link: Show Project
Developed a voice-interactive virtual assistant mimicking Amazon Alexa or Siri using the OpenAI API and Python libraries.
Tools: Python, OpenAI API, pyttsx3, speech_recognition, webbrowser
Project Link: Show Project
CLI-based game in C++ where players race to reach a target number using backtracking algorithms, designed for the machine to win if it selects first.
Tools: C++
Project Link: Show Project
Contributed to an open-source collection of data structure and algorithm implementations for B.Sc. Computer Science students per UGC syllabus.
Tools: C++, Data Structures, Algorithms
Project Link: Show Project
CLI-based billing system for medical stores developed in C++ during my first semester.
Tools: C++
Project Link: Show Project
Project Title: Resource-Efficient Learning for Video Scene Understanding (RLV).
Under Supervision: Prof. Abir Das, Department of Computer Science and Engineering, IIT Kharagpur.
Managed and provided IT consulting services as part of the Vidyarthi Sabha IT Sub-Committee.
Designed and curated problem sets for Neuroverse, a college-level coding competition.
Access my detailed Curriculum Vitae to learn more about my academic and professional journey:
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