Smart COPD Patient Monitoring System
Web app linking COPD patients with healthcare providers and predicting hospital readmittance risk.
January 2021 – December 2021 · smartcopd.mkmachado.com (ML functionality disabled in demo)
I designed the Smart COPD Patient Monitoring System, a web app that links chronic obstructive pulmonary disease (COPD) patients with healthcare providers and predicts the risk of a patient returning to the hospital.
The system features Google OAuth 2.0, a Vue.js frontend, a Java backend, a PostgreSQL database, and a Python machine-learning module backed by a decision-tree model. I architected the system, managed developers, facilitated communication between advisers, and developed across the full stack.
