Biography

A highly analytical and detail-oriented mathematics subordinate with a robust background in both pure and applied mathematics. Over the years, my academic journey has shaped me to develop a deep interest in tackling complex problems and exploring abstract mathematical concepts. My goal is to leverage mathematics using my mathematical expertise to drive innovation and efficiency in real life problems through research or practical industry applications and deriver impactful results.

Scientific Profile

Department of Mathematics, Comilla University, Cumilla. Master degree in Mathematics Thesis: Investigating Molecular Insights in Medical Images through Matrix Decomposition Techniques. This thesis consists of the analysis of matrix decomposition techniques, particularly Singular Value Decomposition (SVD) and Principal Component Analysis (PCA) combined with K-means cluster, within the domain of machine learning (ML), for quantitative analysis, and meaningful interpretation of various digital images, with a specific focus on Raman microscopic image data of biological specimens. Raman images were compressed without deteriorating their quality and reduced applying SVD/PCA. Both SVD and PCA combined with K-means clustering were applied into the Raman images of rat liver tissues comprising a dietary model for non-alcoholic fatty liver disease (NAFLD), to classify disease states into distinct meaningful groups. This analysis reveals the inherent structure of Raman images, identifies important Raman bands that differentiate tissue/cell states, and provides understanding into biochemical changes and cellular structures associated with disease states which may assist pathologists in achieving more precise diagnoses by offering detailed molecular information about the liver tissue at a cellular spatial level.

Teaching Experience

Lecturer, Department of Mathematics, CCN University of Science & Technology, Kotbari, Cumilla, Bangladesh (Januray 22, 2024 to present). I have been teaching the following courses: Calculus, Vector Analysis, Linear Algebra, Ordinary and Partial Differential Equation, Geometry, Numerical Analysis, Complex Analysis, Mathematical Methods for the last one year.

Research Experience

LAppointed as a research assistant under my supervisor Professor Dr. Khalifa Mohammad Helal (May, 2023 to present).

Educational Details

Research Interests

Artificial Intelligence, Machine Learning, Deep Learning, Image Processing.

Scholarships

Received scholarship from One bank for my admirable result in S.S.C.

Received Vice Chancellor scholarship two times in a row at Comilla University.

Received NST Fellowship.

Computer Skills and Communication

Programming Language and Computing Tools: MATLAB, C++, FORTRAN, Maple, Mathematica.

Visualization Software: Adobe Illustrator, Adobe Photoshop.

Operating System: Windows.

Software Packages: Latex, MS Word, MS Excel, MS Power Point.

Language: Bengali, English (Fluent).

Attended Workshops

“How to write a HEAT-ATF sub-Project Proposal”.

“Organizational Behavior and Code OF Conduct”.

“A review on OBE & Pedagogy and Assessment in OBE”.

Attended Seminar:s

“Theories of Advanced Pedagogy and Practical Aspects of Developing a Teaching Case”.

Conferences and Presentations

Attended the International Mathematics Conference 2024 under Bangladesh Mathematics Society and presented the paper on “Investigating Molecular Insights in Medical Raman Images through Matrix Decomposition Techniques”.

Attended the 3rd National Mathematics Conference held by Mathematics Department of Buet and presented my paper titled “Analyis of Raman Hyperspectral Images for Disease Diagnosis using Matrix Decomposition and Machine Learning”.

Attended the 4th International Conference organized by CCN University of Science & Technology on “Future Ready Bangladesh through Sustainable Business”.