Kennesaw State University
Expected 2029
Research Focus: Medical AI, Computer Vision, Deep Learning
Daffodil International University
May 2020 - June 2024
CGPA: 3.93/4.00 | Gold Medalist of 12th Convocation
Journal November, 2025 Journal of Tropical Medicine [Q2]
Developed and compared machine learning models for early dengue prediction in Bangladesh, combining feature analysis, explainable AI, and model optimization for public-health decision support.
Conference October, 2025 ICCVW 2025
Introduced a quantum-inspired deep learning model for polyp segmentation, targeting more precise colorectal cancer screening support in colonoscopy images.
Journal December, 2024 ARRAY [Q1]
Proposed a dual-stage polyp segmentation framework that combines a custom attention-based U-Net with the Segment Anything Model for stronger mask prediction.
Journal November, 2024 Digital Health [Q2]
Built a multi-structural convolutional neural network for cervix type prediction and cervical cell abnormality screening, supporting earlier and more reliable diagnosis.
Conference December, 2023 ICO 2023
Reviewed evidence on how social media use affects mental health, summarizing risks, behavioral patterns, and research directions for safer digital engagement.
Conference December, 2023 ICO 2023
Surveyed family budget management approaches, highlighting financial planning practices, household decision-making, and opportunities for technology-supported budgeting.
Implemented deep learning models to classify brain MRI scans into four tumor categories, achieving 88.63% accuracy with InceptionV3.
Implemented machine learning algorithms to predict breast cancer diagnosis based on cell nucleus characteristics, with Logistic Regression and XGBoost achieving competitive accuracy.
Analyzed DNA codon usage patterns to classify sequences into taxonomic kingdoms and explored evolutionary trends using PySpark for large-scale data processing.
A Django-based system that automates record keeping for bus management, route management, and passenger management (booking and payments).
Trustworthy Machine Learning Research Lab, Kennesaw State University
August 2025 – Present
Health Informatics Research Lab
July 2024 – July 2025
Apurba-DIU Research and Development Lab [Experience Letter]
April 2023 – June 2024
DIU NLP & ML Research Lab [Experience Letter]
May 2023 – December 2023
Daffodil International University
April 2024
Daffodil International University
May 2022 – December 2022
Beyond research, I have organized programming contests, judged student competitions, anchored academic events, and contributed to student community-building at Daffodil International University.
I contribute to academic communities through university committee service, student leadership, and peer-review activities for journals in artificial intelligence, pattern recognition, computational biology, and soft computing.
KSU & DIU
Research Computing Advisory Committee, Kennesaw State University
2026 – Present
DIU Computer & Programming Club, Daffodil International University
May 2023
All Elsevier