Research

Systems Engineering.
Applied to healthcare.

Applied Systems Engineering, with an interest in healthcare, reliable software and how research holds up beyond the model.

MSc Systems Engineering · University of Lagos · 2026

Designing Safer Maternal-Risk Monitoring

Official MSc research project titleDesign and Evaluation of an AI-Enabled Remote Monitoring System for Maternal Health Risk Assessment in Resource-Constrained Healthcare Settings

A research prototype that combines model evaluation with input checks, abstention, alert states and simulated connectivity failure.

Read the full technical case study ↗

Technical diagram of the research monitoring system architecture — System architecture from the MSc case study.

Academic research prototype. Not clinically validated or intended for diagnosis or medical decisions. Use only synthetic measurements when exploring the linked prototype.

Winner holding the bound MSc maternal-health monitoring research project — With the completed MSc research project.

Questions I want to keep exploring

How do we build reliable services around imperfect models? What should a system do when it cannot make a supported prediction? How can monitoring, human responsibility and follow-up work together in resource-constrained settings?

These are research interests, not claims of ongoing funded projects or clinical validation.