Isaac H. Lies, M.D.

Portfolio

Programs translating data into bedside value

From documentation support to simulation platforms, these projects center on reliability, transparency, and clinician partnership.

Hospital Practice Management Guidelines Assistant

Hospital Practice Management Guidelines Assistant

RAG-powered trauma decision support querying 80+ institutional PMGs with compliance checking against clinical documentation.

  • Flask
  • RAG
  • OpenAI
  • Clinical QI
Resident Call Scheduler

Resident Call Scheduler

Constraint-based optimizer generating year-wide call schedules with vacation blocks, ACGME compliance, and fairness balancing.

  • FastAPI
  • Expo
  • React Native
  • Optimization
Resuscitative Thoracotomy Evaluator

Resuscitative Thoracotomy Evaluator

Structured evaluation platform for attending physicians to score resident thoracotomy performance using the 4 Es framework.

  • FastAPI
  • Expo
  • SQLModel
  • Medical Education
ABSITE Study Platform

ABSITE Study Platform

Spaced repetition flashcards, RAG-powered AI tutor, and question bank with analytics for surgical resident board prep.

  • FastAPI
  • Expo
  • Zustand
  • SM-2 Algorithm