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AI, Data Science & Health Equity

Building AI-powered systems for trust defense — informed by global health research, teaching, and practice.

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Research & Experience

Applied data scientist and global health researcher building AI systems to address health misinformation and advance digital equity.

Current Focus

Integrating crisis informatics, health data science, and applied AI to create next-generation intelligence for health resilience. Translating research into deployed systems and training the next generation of health informatics leaders.

  • MedContext: Agentic AI for medical misinformation detection—91.4% accuracy across multimodal sources
  • Trust Defense: Real-time AI platform for detecting and responding to threats against institutional trust

Previous Experience

Chief Partnerships Officer, Purpose Life Sciences

Executive Director of the TOGETHER Adaptive Platform Trial Consortium

Managing Director, MTEK Sciences East Africa

Advisor to Ministry of Health of Rwanda, Data Science for Decision-making

Research & Strategy Lead, Purpose Africa

Developing pan-African clinical research capacity

Scientific Director

African AI Innovation Ecosystem Research Network

Current Projects

From research leadership and health systems to AI ventures and digital tools — spanning surveillance, clinical trials, and capacity building.

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Trust Defense Technology

Chief Technology Officer | AI-Powered Threat Detection

Leading the development of systems that detect, map, and respond to AI-amplified threats against institutional trust in real-time — a structural response to the commercialized ecosystem of disinformation, rooted in years of health equity research and crisis informatics. MedContext, the platform's first deployed product, achieves 91.4% accuracy in detecting medical misinformation.
Trust Defense
AI/ML
Health Informatics
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Health Equity & Crisis Informatics

Research Leadership | AI in Health

Leading interdisciplinary research integrating crisis informatics and data science to create next-generation intelligence for health resilience. This work bridges frontline clinical expertise, AI, and global health leadership — transforming evidence into action through deployed AI systems.
Trust & Crisis Intelligence
Equity
Teaching & Mentorship
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Boreal Labs

Founder & Principal Scientist

Private consulting, strategic guidance, and investment in global health, technology, and AI readiness.
Consulting
Strategic Advisory
Investment
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MedContext

Agentic AI for Medical Misinformation Detection

Multimodal detection system achieving 91.4% accuracy in identifying medical misinformation — particularly authentic images paired with false claims — through contextual authenticity analysis. Submitted to the Kaggle MedGemma Impact Challenge.
AI/ML
Kaggle
Multimodal
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Past Projects

Previous leadership roles in global health research, clinical trials, and health systems strengthening.

TOGETHER Trial

Global Adaptive Platform Clinical Trial

Executive Director of the TOGETHER Adaptive Platform Trial evaluating repurposed therapies for COVID-19. Recruited 12,000+ patients across 22 international sites, with findings published in The Lancet and NEJM.
Clinical Trials
Global Health
Executive Leadership
Cytel Canada Health

Director of Global Health Strategy

Developed web-based decision-support and data visualization tools for policymakers to model COVID-19 impacts and track global clinical trial progress. Delivered successful projects for the Bill & Melinda Gates Foundation, UNICEF, and Health Data Research UK.
Data Visualization
Decision Support
Policy
Purpose Africa

Research Capacity Building Initiative

Co-founded initiative to strengthen health research capacity across Africa through training, mentorship, and collaborative research partnerships.
Capacity Building
Mentorship
Africa
Rwanda Biomedical Centre

Data Science Advisor, Ministry of Health

Provided direct scientific and data analytic support to the Rwanda Biomedical Centre, including surveillance indicator configuration, data quality management, and routine reporting workflows. Supported national health systems including the Rwanda Health Analytics Platform (RHAP) and DHIS2-based surveillance.
Policy Advisory
Data Science
Government
Rwanda