Teaching
Started as Graduate Teaching Assistant for CSC 3100
Serving as GTA for Computer Architecture and Organization in the Department of Computer Science at Wayne State University
Publication
Article published in IET Image Processing.
Unified adversarial defence framework with diffusion-driven purification, adaptive timestep selection, and reconstruction-consistency detection.
Publication
Paper published at IEEE QPAIN 2026.
DDPM-based adversarial purification with noise-guided timestep selection.
Doctoral Study
Joined Wayne State University and the Trustworthy AI Lab
Began the Computer Science PhD program and started as Graduate Research Assistant
Industry
Completed Software Engineer role at Samsung R&D Institute Bangladesh
Worked on semantic knowledge-graph modeling, reasoning workflows, and applied research before beginning doctoral study.
Certification
Passed Samsung SW Certification Test, Professional Level.
Achieved the professional-level certification on the first attempt.
Certification
Passed Samsung AI/ML Skill Certification.
Achieved the AI/ML certification on the first attempt.
Industry
Joined Samsung R&D Institute Bangladesh as Software Engineer
Started work on Mantix, ontology modeling, RDFox-based reasoning, and applied research.
Award
Received Dean's Award from CUET.
Honored by the Faculty of Electrical and Computer Engineering for academic excellence.
Publication
DravidianLangTech 2025 paper published in ACL Anthology.
Work on multimodal misogyny meme detection in Tamil and Malayalam memes.
Publications
AraFinNLP and CheckThat! shared-task papers published.
Work on Arabic banking intent detection and multilingual check-worthiness estimation.
Publication
SemEval 2024 paper published.
Transformer-based semantic textual relatedness prediction for shared-task evaluation.