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MH

Projects

Things I have built

Medical AI / Medical ImagingFeaturedAug 2026 – Aug 2026

Cardio Vision AI

Multimodal Cardiovascular AI for Echocardiography, CCTA, and ECG

A research prototype integrating trained AI models for echocardiography, CCTA, and 12 lead ECG analysis with explainability, evidence aggregation, and MedGemma assisted reporting.

0.9044

Dice

Echocardiography test Dice on the CAMUS held out split of 75 patients and 300 image/mask pairs.

0.8282

IoU

Echocardiography test IoU on the CAMUS held out split of 75 patients and 300 image/mask pairs.

  • Python
  • PyTorch
  • FastAPI
  • React
  • Streamlit
  • SQLite
  • +8 more

0 stars on GitHub0 forks on GitHubPython

Healthcare AI / Medical ImagingFeatured

NeuroVision AI

Explainable Brain MRI Classification

End-to-end deep learning system for three-class brain tumor classification using an ImageNet-pretrained EfficientNet-B0 model.

91.14%

Accuracy

90.27%

Macro F1

  • Python
  • PyTorch
  • EfficientNet-B0
  • Grad-CAM
  • FastAPI
  • React
  • +2 more
Healthcare AI / Medical ImagingFeatured

RetinaVision AI

Explainable Retinal Image Analysis

End-to-end deep learning system for multi-label retinal disease classification, retinal vessel segmentation, and Grad-CAM explainability.

0.81210

ODIR validation ROC-AUC

0.55224

ODIR validation Macro F1

  • Python
  • PyTorch
  • ResNet50
  • U-Net
  • EfficientNet-B0
  • Grad-CAM
  • +2 more
Mobile Development

RecycleAPP

Android Application

Flutter-based Android application for recycling awareness and management with Firebase integration.

  • Flutter
  • Firebase
  • Android Studio
Web Development

Deshi Gadgets

E-Commerce Website

Full-stack e-commerce website built on Java Servlets, JSP and Bootstrap with MySQL integration.

  • Java JDK 21
  • Servlets
  • JSP
  • Bootstrap
  • MySQL
  • Maven
  • +2 more