ProductFlagship
ClinicRelay
Front-desk leakage audit, opportunity backlog, and MVP roadmap that turn missed inquiries and weak follow-up into a concrete clinic operations product.
Work timeline
The work is organized by how one question led to the next.
My portfolio starts with clinical records, then moves outward: population-health access questions, workflow gaps, automation, product experiments, writing, and research. Each section is a chapter in the same systems story.
Flagship proof
The strongest artifacts connecting clinical work, analytics, workflows, automation, and product direction.
These five pieces carry the clearest through-line in the portfolio: diagnose friction, make it measurable, expose the workflow gap, and turn that into a usable system, report, or product direction.
AnalyticsFlagship
Alberta Health Access Analytics
A Statistics Canada analysis benchmarking access friction, gender gaps, affordability, and scorecard tradeoffs across Alberta, Ontario, and Canada.
Clinical dataFlagship
Akurba Ophthalmology Analytics Series
A record-to-decision analytics chain: clean outreach data, quantify disease patterns, structure referral logic, and turn raw ophthalmology records into auditable evidence.
WorkflowFlagship
EMRAM audit
A staged EMR maturity review that exposes documentation, ordering, and implementation gaps as operational and quality-improvement problems.
AutomationFlagship
Invoice automation workflow
A validation-first automation case that separates extraction from trust and shows how documents move through review, duplicate checks, and structured handoff.
Categories
Functional work areas.
AnalyticsActive
Clinical Evidence & Analytics
Cleaning clinical records, classifying ophthalmology data, analyzing disease patterns, and benchmarking provincial health access so evidence can support decisions.
WorkflowActive
Workflow Redesign & Decision Support
Mapping care pathways, identifying documentation failures, and translating clinical reasoning into audit logic and decision-support concepts.
AutomationActive
Automation & AI Operations
n8n workflows, chat automations, OCR pipelines, and routing logic designed around validation and human review.
ProductActive
Digital Health Product Experiments
ClinicRelay and related concepts focused on front-desk leakage, patient inquiry tracking, and service-improvement opportunities.
WritingActive
Technical Writing & Knowledge Translation
Explainers and guides that translate clinical, technical, and health-tech topics into clear writing for different audiences.
ResearchActive
Research Strategy & Academic Work
Proposal framing, literature review, and graduate-level research positioning across public health, informatics, and digital health systems.
Supporting pages
Adjacent project and concept pages.
ClinicalGuides
Clinical decision guides
Cataract care, conjunctivitis differential logic, and documentation completeness as workflow tools.
ProductConcepts
DocRelay and admin concepts
Clinic administration, intake quality, documentation flow, and digital front-door product concepts.
ResearchPublic health
Occupational health surveillance
Proposal framing worker health monitoring as a public health informatics systems problem.
ResearchInformatics
Informatics research positioning
Academic direction across literature review, AI-health proposals, graduate planning, and faculty outreach.