CV

Basics

Name Tonmoy Hossain
Label PhD Candidate
Email tonmoy (at) virginia (dot) edu
Url https://tonmoy-hossain.github.io/
Summary A Bangladeshi-born graduate student working on representation learning methods that capture anatomical structure and variability from high-dimensional imaging data.

Work

  • 2025.06 - 2025.11
    AI/ML Intern
    GE Healthcare
    Worked on a diffeomorphic image augmentation model via latent conditional variational modeling.
    • Image Augmentations
    • Diffeomorphisms
    • Medical Imaging
  • 2021.08 - 2026.05
    Graduate Research Assistant
    University of Virginia
    Develop geometry-aware deep learning frameworks for efficient and robust deformable shape representations in medical imaging.
    • Image Analysis
    • Geometric Shape Representations
    • Deformations
  • 2019.07 - 2021.08
    Lecturer
    Ahsanullah University of Science and Technology

Volunteer

Education

  • 2021.08 - 2024.05

    Charlottesville, Virginia

    Master's
    University of Virginia, USA
    Computer Science
  • 2021.08 - 2026.05

    Charlottesville, Virginia

    PhD
    University of Virginia, USA
    Computer Science
  • 2015.05 - 2019.07

    Dhaka, Bangladesh

    Bachelor's
    Ahsanullah University of Science and Technology, Bangladesh
    Computer Science and Engineering

Awards

Interests

Computer Vision in Medical Imaging
Image Analysis
Image Registration
Image Segmentation
Image Classification
Image Reconstruction
Generative Modeling
Geometric Shape Representations
Causal Representation Learning