Portfolio
From documentation support to simulation platforms, these projects center on reliability, transparency, and clinician partnership.
High-fidelity continuous renal replacement therapy trainer driven by a coupled-ODE physiology engine — hypotension, clotting, and citrate lock emerge from the math, not scripted outcomes. Six ICU scenarios on a bedside-monitor UI.
Constraint-based optimizer generating year-wide call schedules with vacation blocks, ACGME compliance, and fairness balancing.
RAG-powered trauma decision support querying 80+ institutional PMGs with compliance checking against clinical documentation.
Structured evaluation platform for attending physicians to score resident thoracotomy performance using the 4 Es framework.
Editorial review board for a surgical residency journal club: triage and score candidate articles, select papers for presentation, and capture structured audience commentary across an audit-logged review workflow.