My GitHub profile README
I build AI-powered healthcare solutions that save lives and improve patient outcomes.
| Project | Description | Tech Stack |
|---|---|---|
| Meningitis Outbreak Predictor | Predicts outbreaks 4-6 weeks in advance for West Africa | Python, Dash, Scikit-learn |
| ICU Resource Governance | Risk scoring and bed allocation system | FastAPI, XGBoost |
| Readmission Risk Predictor | 30-day hospital readmission prediction | XGBoost, PDF reports |
| Nathan Medical Chatbot | AI-powered symptom checker | FastAPI, NLP |
| Malaria Surveillance Dashboard | WHO AFRO malaria analytics | Dash, Plotly |
| Category | Skills |
|---|---|
| Languages | Python, SQL, JavaScript, HTML/CSS |
| ML/AI | XGBoost, Scikit-learn, Random Forest, NLP |
| Frameworks | FastAPI, Dash, Flask |
| Data Tools | Pandas, NumPy, Plotly |
| Cloud | Render, Railway (deployment) |
| Version Control | Git, GitHub |
- GitHub: @Nathan1scott
- Email: naniakwa@yahoo.com
I'm actively seeking Data Scientist or Healthcare AI Engineer roles.
- ✅ 9+ completed healthcare AI projects
- ✅ End-to-end ML pipeline experience
- ✅ Production-ready APIs and dashboards
- ✅ Strong healthcare domain knowledge
Let's connect! 🚀