● peoria, il

dru edwards

epic principal trainer · clinical informatics · healthcare ai integration

i build systems — clinical, technical, and creative — that survive contact with the real world.

ten-plus years in healthcare. independent work in retrieval systems, ai integration tooling, agent orchestration, and security-aware implementation.

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› peoria, il

✓ case study · featured

Retrieval-Augmented Enterprise Knowledge Agent

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

Designed and built an internal retrieval agent for real-time enterprise knowledge access. Focus is the layer between technical capability and real-world clinical use: when to answer, when to show evidence, when to expose uncertainty, when to stop and escalate.

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› what i bring

› clinical workflow fluency
› epic training and informatics
› ai integration and retrieval-system design
› security-aware implementation

› shippedavailable

AI Integration Pack

Reusable Python infrastructure for the layer between model and system

› open standardgithub

CAM-PROTOCOL

Open technical work on AI routing, governance, and arbitration

› latest post2026.05.29

How AI Job Automation Actually Works

Is AI really set to steal all our jobs, or is it quietly reshaping the way we work — and how we think about productivity?

› get in touch

Healthcare AI, clinical workflow design, enterprise retrieval, or technical collaboration.

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