Projects and Research
Ongoing core research projects, intelligent systems development, and open-source scientific tools.
Coming Soon: Note that the projects currently displayed are high-level overviews. Detailed research methods, technical reports, and findings will be published shortly.
QuReBrain: Quantum VQC for Brain Tumor Classification
Investigating parameterized quantum circuits and data re-uploading techniques for high-sensitivity medical imaging anomalies. Applying Variational Quantum Classifiers (VQC) to improve MRI brain tumor classification and detection performance.
BDT-Collect: Dataset Collection Manager
An open-source, web-based dataset collection and annotation manager designed to streamline gathering, labeling, and verifying image datasets for Bangladeshi Taka (BDT) note recognition and classification systems.
Edge AI & Connected Smart Systems
Designing highly efficient algorithms, custom edge computational runtime orchestration pipelines, and low-latency IoT frameworks to address physical deployment challenges in healthcare, precision agriculture, and autonomous industrial systems.