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Dru Edwards click to enter
Open to roles & select work — 2026

Healthcare · AI · Civic Leadership · Peoria, IL

I build things that have to work.

Ten years in clinical work. AI infrastructure after hours. Sometimes a stage.

Trainer, builder, maker — I work where systems meet real people and failure has consequences. This is what I've shipped.

Background

How I work

Ten-plus years in healthcare: ICU clinical work, clinical informatics, and five years training providers on Epic. I build the layer between an AI model and a real clinical workflow — designed to assume failure, surface uncertainty, and keep a human in the loop. The hard part was never capability; it's judgment, auditability, and shipping something that survives real use.

  • Clinical workflow & informatics01
  • Healthcare AI integration02
  • Retrieval & RAG systems03
  • Agent orchestration04
  • AI governance & arbitration05
  • Security-aware implementation06

Credentials

Certified where it counts

Healthcare
  • ›CCMA (NHA)
  • ›BLS / CPR / AED (American Heart Association)
Epic
  • ›Principal Trainer — Inpatient ClinDoc
  • ›Certified — Inpatient Orders
  • ›Credentialed Trainer — Ambulatory, ASAP, Radiant, Stork OB, Surgeon
Technical
  • ›Google Cybersecurity Professional Certificate
  • ›Google IT Support Professional Certificate
Civic
  • ›At-Large Member — City of Peoria Advisory Committee on Police & Community Relations (2nd term)
  • ›Peoria County Civic Leadership Academy (2025)
Education
  • A.S., Business Administration — AI · Generations Collegein progress · expected Dec 2027
  • Medical Assistant with Limited X-Ray · Fortis Institutegraduated with honors
  • Emergency Medical Technician (EMT-B) · Illinois Central College2017 · certification inactive

Selected work

Things I've shipped

Retrieval-Augmented Enterprise Knowledge Agent

healthcare ai

Workflow-aware internal agent with source grounding, confidence surfacing, and graceful failure

lookup: up to an hour → under a minute · adopted into daily clinical use

AI Integration Pack

developer tools

Reusable Python infrastructure for the layer between model and system

CAM-PROTOCOL

open technical

Open technical work on AI routing, governance, and arbitration

SubstrateOS

open technical

Browser-native Linux playground for agent and tooling experiments

Future_AI

research

Governed multi-agent runtime where the harness, not the model, is the product

Get in touch

Let's build something that survives the real world.

MrDruEdwards@Outlook.com