About

I am a PhD student in Computer Science specializing in machine learning for computational biology. My research focuses on spatial and single-cell omics, with an emphasis on developing graph-based and multimodal models for tissue-scale biological analysis. I work on problems such as spatial transcriptomics enhancement, single-cell to spatial mapping, cell-type deconvolution, multimodal data integration, and 3D reconstruction of tissue organization. My broader research goal is to develop interpretable and scalable computational tools that help bridge machine learning and biological discovery.

Research

  • Computational Biology and Bioinformatics
  • Machine Learning

Publications

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Experience

Graduate Research Assistant
University of Central Florida | May 2025 - Present

ORCGS Doctoral Fellow
University of Central Florida | August 2024 - April 2025

Lecturer
University of Asia Pacific | July 2023 - June 2024

Education

PhD in Computer Science
University of Central Florida | 2024 - Present

Master of Science in Computer Science
University of Central Florida | 2024 - 2026

Bachelor of Science in Computer Science and Engineering
Bangladesh University of Engineering and Technology | 2018 - 2023