Clinical AI
Systems designed for clinical reality.
Selected work translating clinical requirements into auditable systems, from evidence-grounded surveillance and medication safety to hospital integration and production monitoring.
Clinical surveillance research
SynAI
An evidence-grounded clinical surveillance platform for identifying actionable care gaps from longitudinal acute-care data.
Medication safety
SynRx
An explainable decision-support system that evaluates drug interactions, contraindications, and dose mismatches in context.
Temporal clinical reasoning
Longitudinal laboratory intelligence
A clinical data pipeline and interpretable reasoning layer for detecting meaningful changes across a patient's laboratory trajectory.
Clinical infrastructure
Hospital-system integration
A data-integration layer that turns fragmented legacy hospital systems into a consistent longitudinal clinical model.