Sudipta Sarkar

SUDIPTA SARKAR (সুদীপ্ত সরকার)

"Education is the manifestation of the perfection already in man." - Swami Vivekananda

|| An Enthusiastic Learner || Computer Science || Deep Learning || Computer Vision ||

About Me

My name is Sudipta Sarkar (Rik), a strong follower of Swami Vivekananda, Thakur Shree Ramakrishna and Holi Ma Sharada. Currently, I am pursuing my master's degree in Ramakrishna Mission Residential College (Autonomous), Narendrapur and I completed my bachelor's degree in Computer Science (Hons.) from Ramakrishna Mission Vivekananda Centenary College, Rahara,

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". "Dipta" meaning "bright," "shining," or "illuminated". So, the meaning of 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.

Education

  • Ramakrishna Mission Residential College (Sept. 2023 – Present): M.Sc. in Computer Science, SGPA: 10.00/10.00 (Upto 3rd Sem)
  • Ramakrishna Mission Vivekananda Centenary College (Sept. 2020 – May 2023): B.Sc. in Computer Science, CGPA: 9.72/10.00
  • Hogalbaria Adarsha Siksha Niketan(H.S), Hogalbaria, Karimpur-I, Nadia (Jan. 2012 – July 2020): High School (Science), GPA: 83.00%

Skills

C & C++ Programming
Python
Design and Analysis of Algorithms
Data Structures
Database Management Systems
Deep Learning
Digital Image Processing & Computer Vision
Theoretical Computer Science
Artificial Intelligence & Machine Learning

Projects and Research

Resource Efficient Learning for Video Scene Understanding

Deep learning is crucial for applications like self-driving cars, virtual assistants, and healthcare, but it requires significant computational resources. This project aims to develop resource-efficient deep learning techniques by optimizing models, implementation, and arithmetic levels to address these challenges.

Tools: PyTorch, Activity Detection

Project Link:

Ongoing (Final Year M.Sc. Project)

Supervisor: Dr. Abir Das, Assistant Professor, IIT Kharagpur

Image Steganography and Steganalysis

This project focuses on improving message hiding techniques using Steganography and applying Steganalysis to detect hidden signals. The goal is 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 Link:

Ongoing

Supervisors: Dr. Siddhartha Banerjee & Bibek Ranjan Ghosh, Associate Professors, Ramakrishna Mission Residential College

Human Facial Expressions Detection using CNN

The project aims to detect key human emotions like anger, disgust, fear, happiness, sadness, surprise, and neutrality using Convolutional Neural Networks (CNN). The model achieves 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

Nuclei Segmentation using UNet

Cell nuclei segmentation is a vital task in microscopy image analysis for biological studies. This project explores developing accurate segmentation algorithms that can run on resource-constrained computing environments.

Tools: Python, Deep Learning, UNet

Project Link: Show Project

Supervised by: Dr. Biswajit Biswas, Assistant Professor, Ramakrishna Mission Vivekananda Centenary College

Potato Disease Classification using CNN

This project classifies potato leaf diseases using deep learning techniques to improve early detection and successful crop cultivation in agriculture.

Tools: Python, Deep Learning, CNN

Project Link: Show Project

Virtual Assistant Using OpenAI

This Virtual Assistant mimics popular systems like Amazon Alexa or Siri using the OpenAI API, Python, and various libraries to create voice-interactive features.

Tools: Python, OpenAI API, pyttsx3, speech_recognition, webbrowser

Project Link: Show Project

Number Tracking Game Using Backtracking Algorithms

This is a CLI-based game written in C++ where players race to reach a target number. The game uses backtracking algorithms and is designed so that the machine always wins if it selects first.

Tools: C++

Project Link: Show Project

Data Structure and Algorithm - Open Source

Contributing to an open-source collection of data structure and algorithm implementations as per UGC syllabus for B.Sc. Computer Science students.

Tools: C++, Data Structures & Algorithms

Project Link: Show Project

Medical Store Billing Management System Software

A CLI-based medical store billing management system software developed in C++ during the first semester of my studies.

Tools: C++

Project Link: Show Project

Achievements

  • 1st Rank Holder in M.Sc (Upto 3rd Semester) (Feb 2025)
  • Selected for National Scholarship for Post Graduate Studies (Oct. 2024): Awarded to the top 10,000 students across India annually.
  • 3rd Rank in RKMVERI M.Sc Admission Test (June 2023)
  • 3rd Rank Holder in B.Sc Course (May 2023): Graduated from Ramakrishna Mission Vivekananda Centenary College.
  • 1st Rank in Intra-College Coding Competition (May 2022): Showcased problem-solving skills and coding expertise.

Languages

  • Bengali: Native Proficiency
  • English: Professional Working Proficiency
  • Hindi: Elementary Proficiency

Personal Interests

  • Coding
  • Reading and Writing
  • Cricket
  • Devotional Songs

Research Interests

  • Computer Vision
  • Deep Learning
  • Generative Models
  • Pattern Recognition
  • Video Action Recognition
  • Activity Detection

Community Service Experience

  • IT Sub-Committee Member, Vidyarthi Sabha (2023–2024): Ramakrishna Mission Residential College, Narendrapur, Kolkata
  • Co-Organizer & Question Setter, Neuroverse Coding Competition (March–April 2023): Ramakrishna Mission Vivekananda Centenary College, Rahara, Kolkata

References

  • Dr. Chayan Halder: Assistant Professor, Department of Computer Science, Ramakrishna Mission Vivekananda Centenary College, Rahara Email: chayan.comp@rkmvccrahara.org
  • Dr. Siddhartha Banerjee: Associate Professor and Head of Department, Ramakrishna Mission Residential College, Narendrapur Email: sidd0102@yahoo.com
  • Br. Kedarachaitanya: Vice Principal (Monastic member of the Ramakrishna Math and Ramakrishna Mission), Ramakrishna Mission Residential College, Narendrapur. Email: vp@rkmrc.in
  • Swami Vedanuragananda: Vice Principal (Monastic member of the Ramakrishna Math and Ramakrishna Mission), Ramakrishna Mission Vivekananda Centenary College, Rahara Email: bodhisattwamj@gmail.com

Contact

Feel free to reach out to me:

Download My Curriculum Vitae(CV)