Projects & Research
Innovating at the Intersection of Healthcare & Technology
Explore my portfolio of projects that combine medical expertise with cutting-edge technology to address real healthcare challenges.
Featured Projects
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
Healthcare Analytics
Medical Imaging Analysis
Comprehensive AI-powered analysis of medical imaging datasets:
- Breast Cancer Mammography Analysis: Deep learning models for automated detection and classification of malignant tissues.
- NIH Chest X-ray Analysis: Large-scale analysis of 112,120 chest X-ray images exploring 14 different pathological conditions using multi-label classification techniques.
- Deep Learning
- Image Classification
- Multi-label Classification
- Radiological Analysis
- Statistical Modeling
- Data Visualization
- TensorFlow/PyTorch
Africa & Nigeria Population Health Dashboard
Interactive dashboard analyzing WorldPop.org data to visualize population distribution, healthcare access disparities, and digital health infrastructure readiness across Africa and Nigeria. Includes insights for resource allocation and telemedicine deployment strategies.
- Geospatial Analysis
- Population Health Analytics
- Healthcare Access Mapping
- Digital Health Infrastructure
Medical Image Intelligence Viewer
A browser-based diagnostic tool demonstrating AI-assisted medical imaging workflows. Features include real-time X-ray analysis simulation, lesion detection overlays, heatmaps, and interactive measurement tools for clinical decision support.
- Computer Vision Simulation
- Fabric.js & Canvas API
- Interactive Diagnostics
- Clinical Decision Support
Medical AI & Natural Language Processing
HealthBench Q&A (from OpenAI) Analysis
Comprehensive evaluation of OpenAI’s HealthBench medical question-answering benchmark, analyzing model performance across diverse healthcare domains and question complexities.
- Natural Language Processing
- Question Answering
- Model Evaluation
- Healthcare NLP
AfriMed Q&A (from Google Health) Analysis
Google Health’s AfriMed evaluation of general language models in African clinical contexts, revealing that specialty choice matters more than country-specific factors and structured outputs help maintain performance.
- Cross-cultural AI Evaluation
- African Healthcare Context
- Specialty-specific Analysis
- Structured Output Optimization
Digital Health Tools
Healthcare Web Tools
A collection of demonstrator web-based tools designed to showcase healthcare technology concepts and improve accessibility:
- BMI Calculator
- Digital Health Quiz
- Hearing Assessment Tools
- Medication Reminders
Visualizers
Interactive demonstrations showcasing healthcare AI technologies and their applications in medical data analysis:
- rPPG Fairness Analysis
- BP Prediction Models
- Healthcare AI Education
- Interactive Data Viz
- Drug Interaction Networks
Simulators
Advanced simulation environments for healthcare training, resource management, and system optimization:
- Hospital Resource Management
- XR-NPC Healthcare Training
- Patient Flow Simulation
- AI-Driven Interactions
- Epidemic Modeling
- Robotic Precision Control
Cloud Infrastructure
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
Interested in Collaboration?
I'm always open to discussing new projects and ideas at the intersection of healthcare and technology.
Connect with me on LinkedIn