Hinda Ruton

I turn African data into intelligence that African institutions own and control.

Founder and CEO, Africa Quantitative Sciences Kigali, Rwanda
30 Employees
7,000+ Field Agents
23 Publications
4 Countries

I built Rwanda's national health monitoring framework. All 500+ facilities. That work revealed a gap I could not ignore: African institutions generating world-class data but lacking sovereign infrastructure to use it. The data lived on foreign servers. The analysis was done by consultants who left when the contract ended. I left government to fix this.

In 2022, I founded Africa Quantitative Sciences. No outside capital. No venture funding. Three years later: 30 employees, WHO and Johns Hopkins partnerships, the 2025 East African Community Quality Award. The Central African Republic's Ministry of Health now tracks 92% of health spending in real time on our platform. Rwanda Medical Supply Ltd. selected us over international firms to build its national strategic plan. Work that Western consultants used to own.

Founder and CEO Africa Quantitative Sciences Turning data into intelligence for governments and institutions across Africa.
Executive MBA Candidate Quantic School of Business and Technology
MS Candidate, Digital Transformation Nexford University
Program Coordinator and Lecturer University of Rwanda, School of Public Health
Board Member American Chamber of Commerce, Rwanda
Impact and Iron

Conversations about building in Africa, data sovereignty, and the systems behind public health decisions.

Building Health Systems That Last Lessons from designing Rwanda's national health monitoring framework across 500+ facilities. What makes a health system resilient, how to institutionalize data culture, and why the exit strategy matters more than the intervention.
The African CEO Playbook Bootstrapping a data science company on a continent where the playbook hasn't been written yet. Lessons from building AQS from zero to 30 employees, competing with international firms, and winning.
Data Sovereignty in Africa Why African institutions must own their data infrastructure, and how to build it. The geopolitics of data ownership, the consequences of dependence on foreign analytical platforms, and a practical framework for building sovereign intelligence systems.
Central African Republic National Health Finance Tracking — 92% of national health spending tracked in real time. The first sovereign health finance data infrastructure in the country. 2024
Rwanda Medical Supply Strategic Plan — First domestically led strategic plan for a national medical supply chain. Delivered entirely by an African team. 2024
TOGETHER Trial, Biostatistics Leadership — 3 publications in NEJM and The Lancet. 10,000+ participants across multiple countries. Results directly informed WHO treatment guidelines. 2022
Early Treatment with Pegylated Interferon Lambda for Covid-19 New England Journal of Medicine 388 (6), 518-528, 2023
Effect of early treatment with ivermectin among patients with Covid-19 New England Journal of Medicine 386 (18), 1721-1731, 2022
Use of interrupted time series methods in the evaluation of health system quality improvement interventions C Hategeka, H Ruton, M Karamouzian, LD Lynd, MR Law BMJ global health 5 (10), 2020

23 peer-reviewed articles. Full list available upon request.

Fellow, Effective Writing in Healthcare Harvard University
Postgraduate Diploma, Data Science and Machine Learning Massachusetts Institute of Technology
Six Sigma Black Belt Certified
MSc, Field Epidemiology and Laboratory Training University of Rwanda (Best Student Award)
2025 EAC Quality Award, Service of the Year East African Community Secretariat

I write about data sovereignty, health systems, and building technology companies in Africa. Occasional dispatches.