VitalSense

ER triage is time-consuming during peak hours, inconsistent under human error, and prone to delay when staff are short, a failure mode the COVID-19 surge made obvious. VitalSense classifies incoming patients as severe or non-severe from real-time physiological data so the critical ones are seen first.

• Full pipeline from raw vitals through feature engineering to a severity classifier, with the problem framing and evaluation written up alongside the model.