Production-ready decision-support tools for SNAP program officers, Medicaid administrators, global health funders, and public-sector analytics teams. Each app opens directly in the browser — no Streamlit account required.
| Tool | Description | Open App | GitHub |
|---|---|---|---|
| Medicaid & Healthcare Access Risk Monitor | State-level coverage risk scoring for all 50 US states — insurance gaps, cost burden, income capacity, and rural reach. Structured policy briefs for Medicaid program officers and federal policy teams. | Open App | Repo |
| Safety Net Risk Monitor | Proactive SNAP and food security vulnerability targeting — identifies communities at highest risk before crisis point, with policy briefs and recommended actions. | Open App | Repo |
| Public Budget Allocation Tool | Need-based government budget distribution across regions. Generates ministerial-grade decision briefs with risk flags and immediate action steps. | Open App | Repo |
| GovFund Allocation Engine | Cost-effectiveness decision tool for global health funders. Models cost-per-life-saved across malaria, nutrition, and social protection interventions. | Open App | Repo |
| Tool | Description | Open App | GitHub |
|---|---|---|---|
| Global Vaccination Coverage Explorer | WHO vaccination data across 190+ countries — automated ETL pipeline with weekly refresh for public health program managers and researchers. | Open App | Repo |
| Humanitarian Procurement Optimiser | Linear programming tool for logistics cost minimisation across field programme supply chains in low-resource environments. | Open App | Repo |
| Housing Stability Risk Monitor | Regional housing stress signals with HUD and Census-backed panels, model-led prioritisation, and budget simulation for prevention teams. | Open App | Repo |
git clone https://github.com/S-ABDUL-AI/CIVIC-TECH-PORTFOLIO.git
cd CIVIC-TECH-PORTFOLIO
pip install streamlit
streamlit run app.py
Sherriff Abdul-Hamid
Development Economist · Public-Sector AI Researcher · Applied Data Scientist
poverty360.org | LinkedIn | GitHub