The challenge

Annual reporting across eight institutions produced inconsistent data and long reports that were difficult to compare and navigate.

‍The solution

I designed a standardized reporting framework and visual system that made information easier to communicate and compare.

The outcome

The framework was adopted for two consecutive annual reports.

By simplifying how information was organized, stakeholders could quickly understand progress and compare results across institutions.

The challenge

National HIV prevention training relied heavily on in-person workshops, making it costly and difficult to scale consistently across regions.

‍The solution

I designed an e-learning platform with interactive modules and a data-visualization curriculum that enabled self-paced learning.

The outcome

The platform reduced the need for repeated in-person trainings and was adopted as a core training resource.

By enabling self-paced learning, teams could quickly improve their comprehension of complex data concepts.

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The challenge

National HIV prevention planning lacked an up-to-date view of service coverage, making it difficult to identify gaps and prioritize interventions effectively.

The solution

I designed a data collection, GIS mapping, and dashboard system to visualize HIV prevention services nationwide.

The outcome

The system enabled health teams to identify service gaps and compare regional coverage, supporting more informed planning and resource allocation.