Sudanese diaspora insights
Visualizing migration patterns, education impact, and community growth through publicly available datasets and curated research.
Data explorations
Dashboards, experiments, and stories behind the numbers
I translate raw datasets into actionable insights, pairing open notebooks with narratives that explain the "why" behind every chart.
Signature analyses
These data stories are continually refreshed as new discoveries surface.
Resilience dashboards
Monitoring public health indicators and infrastructure readiness, highlighting signals that matter for crisis response.
STEM learning analytics
Analyzing program outcomes and engagement metrics to inform inclusive curriculum design and mentorship.
Process & tooling
Every analysis blends engineering rigor with human-centered narratives.
- Data sourcing and cleaning scripts committed alongside notebooks for full reproducibility.
- Versioned dashboards built with lightweight frameworks for easy deployment.
- Documentation that contextualizes assumptions, limitations, and ethical considerations.