Mzansi Med-Ward (EHR)
React
Tailwind CSS
A state-managed Electronic Health Record (EHR) prototype designed to reduce cognitive load and administrative burnout for frontline healthcare workers. Features role-based access, automated clinical timelines, and an interactive e-MAR.
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Python
Machine Learning
Streamlit
A predictive Machine Learning model (Random Forest Regressor) built to estimate patient wait times in an emergency room environment. Achieved prediction accuracy within 1.17 minutes, deployed via an interactive Streamlit dashboard.
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