Kamrul The Dream Maker
SOFTWARE ENGINEER | AI / ML | WEB DEVELOPMENT
American International University-Bangladesh
Project
Collected and validated information on 100 medicinal plants using WHO, PubMed, Google Scholar, and peer-reviewed sources. Surveyed 50 participants to examine reliability and perceptions of AI-generated herbal medicine information.
Project
Backend system with product/category management, services, controllers, modules, DTOs, validation, and RESTful APIs.
Project
Implemented array, stack/queue, sorting, searching, matrix operations, and file handling.
Project
Built an RF–XGBoost ensemble with SMOTE for class imbalance and SHAP for explainability. Validated on Kaggle Stroke and CDC BRFSS datasets, achieving best AUC of 78.45% and 79.80%.