'Sazzadul Islam'
Senior Software Engineer @gigalogy
Former Competitive Programmer | Research Enthusiast
Former Competitive Programmer | Research Enthusiast
April 2018 - April 2022
Department of Computer Science and Engineering (CSE)
BRAC University, Dhaka, Bangladesh
April 2018 - April 2022
Science Group
Govt. Science College, Tejgaon, Dhaka, Bangladesh
Generative AI
Computer Vision
Deep Learning
Natural Language Processing
Software Engineering
Android Security
Game Designing
Published as First Author in: A Cell Press Journal - iScience.
This study presents an ensemble transformer framework for detecting depression-related emotions and classifying their severity in social media text. It addresses the need for scalable and trustworthy AI solutions in mental health by integrating four transformer models.
Submitted to the journal: Biomedical Signal Processing and Control, Elsevier.
Designed a novel transformer-based ensemble model—DepTformer-XAI-SV—that leverages DistilBERT, ALBERT, XLM-RoBERTa, and DeBERTa-BiLSTM with explainable AI to detect depression-related emotions and assess severity from social media text.
Published to the 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Proposed a transformer-based ensemble model combining ViT, DeiT, Swin Transformer, and BEiT for enhanced oral cancer segmentation.