'Sazzadul Islam'
'Sazzadul Islam'
Graduate Instructional Assistant @USF
Former Senior Software Engineer | Former Competitive Programmer
Graduate Instructional Assistant @USF
Former Senior Software Engineer | Former Competitive Programmer
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Former Senior Software Engineer | Former Competitive Programmer
I am a Master's student at USF and Graduate Instructional Assistant, conducting research at SEESLab @USF advised by Professor Dr. Hao Zheng. My research focuses on EDA (Electronic Design Automation), LLMs for Hardware, and Agentic AI.
I am a Master's student at USF and Graduate Instructional Assistant, conducting research at SEESLab @USF advised by Professor Dr. Hao Zheng. My research focuses on EDA (Electronic Design Automation), LLMs for Hardware, and Agentic AI.
Previously, I worked as a Senior Software Engineer at Gigalogy, leading teams on AI-powered e-commerce systems. My prior research includes machine learning applications in medical image segmentation, depression analysis, and posture classification.
Previously, I worked as a Senior Software Engineer at Gigalogy, leading teams on AI-powered e-commerce systems. My prior research includes machine learning applications in medical image segmentation, depression analysis, and posture classification.
I value collaboration, clarity, and creativity in problem-solving. Whether building real-world systems or designing intelligent models, I’m driven by the challenge of applying technology to make meaningful impact. Outside of work, I enjoy gaming, participating sports, painting, and occasionally traveling.
I value collaboration, clarity, and creativity in problem-solving. Whether building real-world systems or designing intelligent models, I’m driven by the challenge of applying technology to make meaningful impact. Outside of work, I enjoy gaming, participating sports, painting, and occasionally traveling.
Education
Education
Master of Science (M.Sc.)
Master of Science (M.Sc.)
August 2026 - Current
In Computer Engineering
University of South Florida, Tampa, Florida, USA
Bachelor of Science (B.Sc.)
Bachelor of Science (B.Sc.)
April 2018 - April 2022
Department of Computer Science and Engineering (CSE)
BRAC University, Dhaka, Bangladesh
Higher Secondary Certificate (HSC)
Higher Secondary Certificate (HSC)
June 2015 - August 2017
Science Group
Govt. Science College, Tejgaon, Dhaka, Bangladesh
Research Interests
Research Interests
LLM for Hardware
Electronic Design Automation
Agentic AI
Natural Language Processing
Cyber Physical Systems
Software Engineering
Game Designing
Recent Events
Recent Events
April 2026: [Submitted] “VeriGraphi: A Multi-Agent Framework of Hierarchical RTL Generation for Large Hardware Designs”
April 2026: [Submitted] “VeriGraphi: A Multi-Agent Framework of Hierarchical RTL Generation for Large Hardware Designs”
Submitted as First Author.
An autonomous framework to generate hierarchical RTL from unstructured specification PDFs using LLMs and Knowledge graph.
🎉 December 2025: [Published] “Ensemble Transformer with Post-hoc Explanations for Depression Emotion and Severity Detection”
🎉 December 2025: [Published] “Ensemble Transformer with Post-hoc Explanations for Depression Emotion and Severity Detection”
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.
February 2025: [Published] “Transformer-Based Ensemble Model for Binary and Multiclass Oral Cancer Segmentation”
February 2025: [Published] “Transformer-Based Ensemble Model for Binary and Multiclass Oral Cancer Segmentation”
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.
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