I'm a systems thinker who bridges software architecture, ML and statistics expertise, and healthcare workflows to facilitate structured conversations that help your clinical, technical, and operations stakeholders get to clarity on whether and where compliant, ethical ML systems can benefit your organization.

What You Get

• Collaborative workflow analysis that examines whether current processes should be optimized—or redesigned
• Value Types Framework – assessment of all the ways AI creates worth, not just 'hours saved'
• Discovery sessions where you identify what you want from your AI investment and how to get it
• Clinical, technical, and compliance expertise applied to your specific use case
• Facilitation that surfaces critical disagreements early
• Fast, compliant technical specs and build team guidance available

Core Offerings

• Pre-ASSESS: Collaborative Workflow Analysis & AI Value Discovery (1–2 day workshop) – Examine current processes with stakeholders to determine the right transformation approach and assess all the ways AI can create value using the Value Types Framework
• ASSESS: ML Readiness Evaluation (7-gate comprehensive engagement) – Evaluation across data, workflow, compliance, and organizational readiness with clear go/no-go decision points

My Background

12 years clinical nursing | >20 years software engineering & ML | Health Tech Product Architect & 0→1 Builder | MS Health Data Science | Adjunct Professor, Quantitative Methods & Applied Medical Statistics | http://www.rnalyst.me/

Questions? Let’s Talk -

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