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Projects

Research code and engineering work, distinct from the flagship projects described on the homepage.

DACD / GenDiff / LightGAN-LD — Research Codebases

2023 – Present
Problem
Three physics-guided diffusion and GAN frameworks for low-dose CT reconstruction, developed as part of ongoing thesis and collaborative research (see Research page).
Approach
Custom PyTorch training pipelines with mixed precision and multi-GPU support, built around MONAI for medical-imaging-specific data handling.
Result
Code release in progress — links will be added once repositories are made public.
  • Python
  • PyTorch
  • MONAI
  • Weights & Biases

Gronthon: Bangla PDF to Text Conversion Application

B.Sc. Thesis, 2021
Problem
Bengali-script documents are poorly served by mainstream OCR tooling, which is built and tuned around Latin-script text — a real barrier to digitizing Bengali-language archives.
Approach
An end-to-end OCR pipeline for Bengali script digitization, built as a B.Sc. thesis project at Daffodil International University under Dr. Md Zahid Hasan.
Result
A working end-to-end pipeline converting scanned Bengali PDFs to editable text, distinct from the CT reconstruction research line and demonstrative of broader engineering range.
  • Python
  • OCR
  • Image Processing