Research Assistant, East West University Dhaka, Bangladesh
Artificial Intelligence Lab, Supervisor: Prof. Dr. Ahmed Wasif Reza Jan 2022 – Present
- Conducted and presented research at over ten international conferences (IEEE and Springer) across India, Italy, Nepal, and Bangladesh, including multiple Best Paper Awards.
- Supervised and trained more than 200 hundred undergraduate and graduate researchers in AI experimentation, data analysis, and scientific publishing, fostering collaboration across disciplines.
- Designed and deployed Vision Transformer–based systems for medical, agricultural, and educational applications, improving automation and diagnostic precision.
- Integrated AI-driven control and IoT systems to enhance smart infrastructure efficiency and enable real-time autonomous operation.
- Co-led manuscript development and technical report preparation that resulted in publications in peer-reviewed journals and IEEE conferences.
- Collaborated in regular research meetings to address experimental challenges and accelerate progress in multimodal and explainable AI projects.
Research Assistant, Ulster University Coleraine, Northern Ireland
School of Computing, Supervisor: Dr. Nazmul Siddique Jan 2023 – Present
- Investigating multimodal data fusion methods for improved object recognition using large-scale datasets and hybrid Transformer–CNN architectures.
- Developed data preprocessing pipelines that reduced multimodal noise and improved data consistency.
- Implemented optimized feature fusion models capturing both low-level interactions and high-level semantic relationships across visual, audio, and textual modalities.
- Contributed to the creation and annotation of large multimodal datasets for benchmarking feature extraction and model evaluation.
- Evaluated model performance using precision, recall, F1-score, and trustworthiness metrics, preparing results for journal publications and conference presentations.
- Explored real-time deployment of multimodal systems through computational optimization for feasible implementation in edge-AI environments.
Research Assistant, East West University Dhaka, Bangladesh
Center for Research and Training (CRT), Supervisor: Dr. Fakir Mashuque Alamgir Oct 2025 – Present
- Conducting research on multimodal fusion and transformer-based deep learning models for early detection of glaucoma.
- Developing and evaluating an explainable AI (XAI) framework to improve interpretability and clinical trust in medical image diagnostics.
- Designing a mobile application integrating the trained model for real-time glaucoma risk prediction and screening.
