Projects & Research

Secure Remote Patient Monitoring

An innovative system combining Bluetooth low energy medical devices with blockchain verification for secure, reliable patient monitoring.

• Blockchain Technology
• IoT Integration
• Healthcare Security
• Remote Monitoring

Breast Cancer Mammography Analysis

AI-powered analysis of breast cancer mammography images using deep learning models for automated detection and classification of malignant tissues.

• Deep Learning
• Image Classification
• Cancer Detection
• TensorFlow/PyTorch

NIH Chest X-ray Analysis

Large-scale analysis of 112,120 chest X-ray images from the NIH dataset, exploring 14 different pathological conditions using multi-label classification techniques.

• Multi-label Classification
• Radiological Analysis
• Statistical Modeling
• Data Visualization

HealthBench Q&A Analysis

Comprehensive evaluation of medical question-answering systems using the HealthBench dataset, analyzing model performance across diverse healthcare domains and question complexities.

• Natural Language Processing
• Question Answering
• Model Evaluation
• Healthcare NLP

Healthcare Web Applications

A collection of web-based tools designed to improve healthcare accessibility and patient engagement:

• BMI Calculator
• Digital Health Quiz
• Hearing Assessment Tools

Hospital Resource Management Simulation

Interactive simulation tool for visualizing hospital resource management and patient flow.

Azure Cloud Deployment

This portfolio website is deployed on Azure Cloud, showcasing modern web development and cloud infrastructure practices.

• Azure Cloud
• Docker
• CI/CD
• Web Development