Hi,

I am a PhD student in Computer Science at the University of Kentucky, advised by Dr. Abdullah-Al-Zubaer Imran. My research focuses on computer vision, multimodal models, medical imaging, generative models, and fairness in AI. Previously, I worked as a Machine Learning Engineer at TigerIT Bangladesh Ltd.. I earned both my master’s and undergraduate degrees from the Department of Computer Science and Engineering, University of Dhaka, Bangladesh.

Research Interests:

• Multimodal Data Analysis
• Vision Language Models
• Generative Models
• Medical Imaging
• Computer Vision for Healthcare

🔥 News

• 2025.04: 🎉 Short Paper accepted at CVPR workshop MMFM 2025!
• 2025.04: 🎉 Paper accepted at EMBC 2025!
• 2025.04: 🎉 Presenting paper at ISBI 2025 in Houston, TX!
• 2025.04: 🎉 Presenting at CCTS Spring Conference 2025 in Lexington, KY!
• 2025.03: 🎉 Giving a talk at the KCS Seminar Spring 2025!
• 2025.01: 🎉 Paper accepted at ISBI 2025!
• 2024.10: 🎉 Presented my paper at MICCAI ADSMI 2024 in Marrakesh, Morocco.

📝 Publications

• Differential Attention for Multimodal Crisis Event Analysis, CVPRw MMFM 2025.
• Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis, EMBC 2025.
• Prompting Medical Vision-Language Models to Mitigate Diagnosis Bias by Generating Realistic Dermoscopic Images, ISBI 2025.
• DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis, MICCAI ADSMI 2024 [Top 13%].

🎤 Presentations

• [Oral] ISBI 2025, Houston, TX - Prompting Medical Vision-Language Models to Mitigate Diagnosis Bias
• [Oral] CCTS 2025, Lexington, KY - Prompting Medical Vision-Language Models to Mitigate Diagnosis Bias
• [Oral] KCS Seminar - Spring 2025, Lexington, KY - Generative Dermatology AI for Diagnostic Bias Mitigation
• [Oral & Poster] MICCAI ADSMI 2024, Marrakesh, Morocco - DermDiff: Generative Diffusion Model for Mitigating Biases

📖 Education

• PhD in Computer Science, University of Kentucky (2023–Present)
• M.S. in Computer Science and Engineering, University of Dhaka (2020–2023)
• B.S. in Computer Science and Engineering, University of Dhaka (2016–2019)

💻 Industry Experience

Software Engineer - Machine Learning (TigerIT Bangladesh Ltd., 2021–2023)

• Developed English-Bangla neural machine translation models.
• Created models for Banglish language detection and transliteration.
• Worked on backend development for CommChat messaging application.

🏆 Awards & Fellowships

• 2025: Graduate Student Block Funding, University of Kentucky (Travel Grant for ISBI 2025)
• 2021: Fellowship by ICT Division, Bangladesh
• 2019: Champion - Bracathon 3.0, Bangladesh

🎓 Teaching Experience

• Graduate Teaching Assistant, University of Kentucky
  CS-216: Introduction to Software Engineering Techniques, Fall 2024

📜 Affiliations

• Treasurer, Association for Data and Computation, CS, UKy
• MICCAI Student Member
• IEEE Student Member
• IEEE EMBS Member