Mir Sazzat Hossain

Research Assistant at Center for Computational & Data Sciences

I am a research assistant at the Center for Computational and Data Sciences (CCDS) at Independent University, Bangladesh (IUB), actively involved in cutting-edge research projects in artificial intelligence, machine learning, and data science. My focus includes computer vision, group theory, manifold learning, and geometric machine learning, with a deep passion for developing innovative solutions that benefit sectors like astronomy, healthcare, and education. In addition to my research responsibilities, I am actively involved in teaching undergraduate students, mentoring, and instructing various courses at IUB. My enthusiasm for learning new data science topics and conducting research drives me to make significant contributions and positively impact others' learning experiences. I am constantly striving to expand my knowledge and expertise in the field, with the ultimate goal of making a meaningful impact through my work.

*Note: Seeking PhD opportunities in machine learning and computer vision.

Educations

Independent University, Bangladesh logo

Independent University, Bangladesh

Bachelor of Science - BS, Computer Science and Engineering · 2017 - 2021

Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

Completed Bachelor of Science in CSE with a minor in Engineering Mathematics at IUB in 2021 with a CGPA of 3.64. Participated in extracurricular activities such as hackathons, programming challenges, and olympiads, and represented my university in the ICPC Asia Dhaka Regional competition in 2019. These experiences have helped me develop a strong foundation in computer science and valuable skills.

Competitive Programming

JUKTI - Club of CSE IUB

IUB ACM Student Chapter

IEEE Computer Society IUB Student Branch Chapter

Experiences

Center for Computational & Data Sciences logo

Research Assistant

Center for Computational & Data Sciences · Full-time · Feb 2022 - Present

Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

At CCDS, my responsibilities include participating in research projects and generating new research ideas in the fields of computational science, artificial intelligence, and data science. I am also responsible for studying and implementing new algorithms, as well as understanding advanced mathematical and statistical concepts.

Artificial Intelligence (AI)

Machine Learning

Artificial Neural Networks

Data Science

Image Processing

Computer Vision

Deep Learning

Independent University, Bangladesh logo

Teaching Assistant

Independent University, Bangladesh · Part-time · Sep 2021 - Jan 2022

Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

As a teaching assistant at IUB, I had the opportunity to collaborate with an assistant professor and teach a lab course on numerical methods. My responsibilities included introducing students to numerical approaches, demonstrating their application using Python, and redesigning the lab materials to be compatible with Python.

Numerical Methods

Numpy

Teaching

Management

Leadership

Publications

M.S. Hossain, S. Roy, K.M.B. Asad, A. Momen, A.A. Ali, M.A. Amin and A.K.M.M. Rahman

Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs

Procedia Computer Science, Volume 222, January 2023, Pages 601-612, ISSN 1877-0509, (International Neural Network Society Workshop on Deep Learning Innovations and Applications (INNS DLIA 2023)), DOI: https://doi.org/10.1016/j.procs.2023.08.198

M.S. Hossain, M.A. Amin, A.K.M.M. Rahman and A.A. Ali

Lightweight Recurrent Neural Network for Image Super-Resolution on Resource-Limited Devices

In Preparation, September 2023, (Please contact the authors for a copy of the manuscript.)

Awards & Honors

Extracurricular Activities

Posts

The Poisson Distribution: Your Key to Predicting the Unforeseeable

The blog post explores the Poisson distribution, a statistical distribution commonly used in various fields, including astronomy, to model random events. It explains the properties of the distribution, its real-world applications, and provides a step-by-step guide on how to visualize the Poisson distribution using Python. The post also discusses the issue of Poisson noise in astronomical observations and presents a practical example of how to calculate and deal with it using Python.

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Life Events

2023

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    Paper 📄 accepted in IJCNN 2023

    My first paper has been accepted 🤩 in 2023 International Joint Conference on Neural Networks (IJCNN) - Special INNS Workshop: International Neural Network Society Workshop on Deep Learning.

2022

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    Started working at Center for Computational and Data Sciences

    I have started 💼 working at CCDS as a Research Assistant. I am currently working on a project called 'Radio Galaxy Classification' with AKMM Rahman and KMB Asad.

2021

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    Graduation

    Got my degree 🎓 from the Independent University, Bangladesh. I was a Computer Science and Engineering student.