First Author
Beyond Linear Subtraction: A Multi-Layered Meta-Learning Architecture for Risk-Adjusted Customer Lifetime Value
SCIENTIFIC CULTURE
🗂️ Research & Projects
Portfolio
Published research papers, manuscripts under review, and software projects.
Published Papers
7 First Author
A Hybrid Machine Learning Framework for Fraud Detection in Mobile Banking Using Behavioral Biometrics and Transactional Patterns
SCIENTIFIC CULTURE
First Author
Intelligent Credit Sentinel: A Synergistic Multi-Layered Machine Learning Framework for Detecting Fraud and Billing Anomalies
SCIENTIFIC CULTURE
Robust Variable Selection in High-Dimensional Data: Mitigating Cellwise Contamination Through Comparative Analysis
Dhaka University Journal of Science
Vol: 02, Issue: 03, ISSN: 3079-1766
Eco-Crypto Dynamics: Cointegration of Green and Non-Green Cryptocurrencies for Sustainable Investing
Advances in Consumer Research
Vol: 41, Issue: 04, ISSN: 1745-7718
Unveiling the Hidden Patterns in Green Cryptocurrencies: A Time Series Clustering Approach Towards Understanding the Price Dynamics
Accountancy Business and the Public Interest
Poster Accepted, Paper ID: 189
Predicting Cesarean Section Deliveries Using Hybrid Machine Learning Models: Evidence from the Bangladesh Demographic and Health Survey
The International Conference on Applied Statistics and Data Science (ICASDS-2025)
Manuscripts Under Review
6Prevalence and Clinical Correlates of Metabolic Dysfunction Associated Fatty Liver Disease (MAFLD) in Patients with Inflammatory Bowel Disease (IBD): A Cross-Sectional Comparative Study in South Asia
Springer Nature
MAD and Sharpe Portfolio Optimization Alchemy: Balancing Profitability and Sustainability in Indian Capital Market
Projects
5AI Powered Patient Diagnosis System
Web-based patient management system using Python + Shiny with Google Gemini API integration for AI-powered diagnostics and vital sign monitoring.
Breast Tumour Detection using CNNs
Comparative evaluation of CNN architectures (VGG16/19, InceptionV3, DenseNet169, Inception-ResNetV2) for breast tumour detection on ultrasound images.
False Data Injection Attack (FDIA) Detection
Hybrid deep learning model (AE, GNN, RNN, DBN, GAN) for anomaly detection in smart grid power systems against FDIA.
4th Year Project
Determinants of Malnutrition in Bangladesh
Predictive modeling of malnutrition determinants among children in Bangladesh using BDHS data with logistic regression in R and SPSS.
Bangladesh, Archived
Interactive COVID-19 Dashboard
Interactive R Shiny dashboard for real-time COVID-19 case tracking in Bangladesh with Leaflet mapping visualizations.