Solutions & Systems Design
Operational problems I was handed, and the systems I designed to answer them. Each entry walks the same path: what was actually broken, what I found when I looked at the workflow, what I designed, why that shape and not another one, and what happened to it afterward.
For how this thinking runs as an engagement, see the Build page.
These are solution designs I developed in response to real operational problems during my professional work. Some were approved and handed to delivery teams. Some were not built at all. Employer names, stakeholder names, internal ticket numbers, and source system field names have been removed, and every entry is written in my own words rather than reproduced from the original documents. I publish them to show how I define a problem, read a workflow, design a system, and plan an implementation, not as a record of production outcomes. Where a number is a projection, it is labelled as one.
- anesthesia_staffing.txt
Staffing Coverage Under Uncertainty
A coverage model that replaces a one clinician equals one room rule with a forecast that prices the cost of being wrong in each direction.
Healthcare · AI and AutomationData product design, 2025 to 2026 - catalog_evaluation.txt
Choosing a Data Catalog for AI Readiness
An evaluation framework for two enterprise data catalogs, built to answer whether either one could automate stewardship rather than just store metadata.
Healthcare · AI and AutomationPlatform evaluation, 2025 to 2026 - hand_hygiene.txt
Measuring a Hand Hygiene Campaign
A compliance measurement pipeline for an infection prevention campaign that had clear behaviour standards, a real problem, and no way to tell whether it was working.
Healthcare · AI and AutomationData product design, 2025 to 2026 - metric_standardization.txt
Standardizing Ranked Metrics Across an EHR Migration
A scoping and mapping approach for moving nationally reported quality metrics off report embedded logic and onto a governed metric layer, mid EHR migration.
Healthcare · AI and AutomationData product strategy and mapping, 2025 to 2026 - clinical_nlp.txt
Structuring Clinical Text for AI Readiness
A reference architecture for extracting structured clinical data from free text notes, on the argument that the unstructured data problem is the AI strategy rather than a prerequisite to it.
Healthcare · AI and AutomationReference architecture, 2026