Reference
The capability model
This is a reference behind the work, not a separate front door. Open a domain when you want the model underneath a tag. The case studies, teaching, and ideas are the evidence.
Healthcare
Specialty operations, revenue cycle concepts, and the reporting practices use to see themselves.
- Specialty practices
- Operations
- Revenue cycle
- Financial and operational reporting
- EHR and practice-management environments
- Payer and reimbursement concepts
Evidence
Analytics and BANA
Business analytics as a discipline of definitions, models, and decisions, not a stack of chart types.
- Business analytics
- Financial modeling
- Visualization
- Data modeling
- KPI design
- SQL
- Power BI
- Decision support
- Platform economics
Evidence
Consulting
Discovery, framing, and recommendations that a client can carry after the meeting.
Evidence
Project management
Scope, coordination, and requirements in environments where the request starts out ambiguous.
- Scope
- Delivery systems
- Coordination
- Requirements management
- Stakeholder alignment
- Workflow and process design
- Ambiguity reduction
- Risk
Evidence
Information systems and data architecture
How a fact moves from a source system to a sentence in a meeting, and where it changes meaning on the way.
- Source-to-report lineage
- Architecture
- Data flows
- Transformation layers
- Semantic models
- Reporting
- Governance
- CI/CD concepts
- Modern data-platform concepts
Evidence
Executive communication
Progressive compression: evidence, analysis, finding, decision, summary, each level honest to the one below it.
Evidence
Education
University of Cincinnati teaching, and the broader practice of building a mental model someone else can use.
- University of Cincinnati
- Financial modeling
- Power BI
- Visualization
- Analytical concepts
- Learning progression
Evidence
Artificial intelligence
Transformer inference, studied from the mechanism and taught at more than one depth.
- Transformer fundamentals
- Inference
- LLM systems
- Model behavior
- Model architecture
- Technical research
- Open-source experimentation