I design health systems that last—working with communities, not for them.
Core Capabilities
I connect ministries, companies, financiers, and local innovators to advance shared health goals.
I work with communities to surface the motivations and behaviors that data often misses, and share these insights through film, audio, photography, and narrative formats.
I help health teams identify signals of progress, adapt strategies in real time, and design ways for systems to keep learning without outside dependence.
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Accelerated COVID-19 vaccine rollout across 90+ countries
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Informed national health policy shifts, from HIV treatment optimization in South Africa to digital finance reforms in Indonesia
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Helped frontline workers in Guinea and Sierra Leone adopt safer Ebola PPE
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Shaped financial inclusion tools now reaching communities across the DRC
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National pediatric medicine strategies in Nigeria
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Sustainable fisheries programs engaging small-scale fishers in conservation
Emerging Capabilities
Grounding LLMs in Context
These capabilities have become particularly valuable as health systems face a new layer of complexity: integrating artificial intelligence tools that can either amplify existing inequities or help solve them.
Lately, I’ve been helping to co-create benchmarking frameworks with communities, researchers, and technologists to test AI systems for accuracy, bias, and cultural relevance. By grounding evaluation datasets in community-generated health questions, this work:
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Reveals gaps before deployment
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Prevents costly failures
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Ensures tools serve marginalized populations