Business Analyst · Product Owner · Entrepreneur
My work connects system evidence, documented business rules, and the decisions that move software forward.
Government software · enterprise modernization · AI-assisted analysis
Selected work
Selected examples of systems analysis, product decisions, and evidence-based communication.
Published white paper · 2026
A field report on reducing repetitive analysis with AI while keeping verification, traceability, and human judgment in the loop.
Results context: Reported efficiency ranges reflect one 10-month implementation—not guaranteed savings or a universal benchmark. Results vary by workflow, source quality, tooling, and required review.
02 · Enterprise systems analysis
A reconstructed documentation pattern—not a client artifact.
03 · First Measure
I founded First Measure and designed the AI-assisted workflow behind it—turning client evidence into individualized professional portfolios through strategy, implementation, and human review.
Agentic workflow design
Each environment has a defined responsibility, a structured output, and a human checkpoint before work moves downstream.
Résumé, intake information, work samples, project artifacts, links, and supporting documentation.
Analyze evidence and gaps; develop positioning, portfolio strategy, content, case studies, structure, classification, and visual direction through governed, product-specific workflows. ChatGPT provides the conversational and generative layer while the First Measure runtime provides structured decision logic, validation, and workflow control.
Approved copy, hierarchy, evidence boundaries and classifications, visual direction, assets, responsive and accessibility expectations, implementation requirements, and known placeholders.
A defined handoff—not a vague request to build a site.Implements the approved specification through responsive development, styling, interactions, asset integration, technical accessibility, testing, debugging, and QA.
Review claim accuracy, evidence treatment, hierarchy, visual quality, mobile behavior, accessibility, implementation quality, and credibility before release.
A polished, responsive, evidence-backed portfolio shaped around the individual—not a generic template.
Verified professional evidence · supported interpretation · reconstructed presentation · illustrative demonstration · placeholder / evidence gap · unsupported claim
Lessons from completed portfolios are evaluated and, when broadly reusable, incorporated into First Measure standards, workflow guidance, design lessons, and QA practices.
Different professions, different evidence, different portfolio treatments. These public sample portfolios demonstrate the output; they are not client engagements.
Education · Sample portfolio
Instruction, reflective practice, and family engagement.
Explore educator sampleBusiness · Sample portfolio
Complex initiatives, stakeholder leadership, and delivery.
Explore project manager sampleCreative · Sample portfolio
Selected work, creative decisions, and design process.
Explore designer sampleCapabilities demonstrated · Agentic workflow design · AI orchestration · Product thinking · Evidence-based delivery
Published white paper · 2026
A white paper on credible professional storytelling, capability demonstration, and disciplined digital portfolio production.
Publication note: This public edition intentionally omits proprietary process mechanics and client-confidential material.
04 · AI Application Architecture
A platform architecture case study on moving business authority out of prompts and into an executable runtime with durable state, explicit approvals, fail-closed invalidation, and multiple interfaces.
Context: First Measure is the implementation described in the paper, but the architecture and lessons apply more broadly to AI applications that require durable state, explicit approvals, multiple interfaces, and deterministic workflow controls.
Capabilities demonstrated · AI application architecture · Runtime governance · MCP integration · API design · Durable state · Authorization design · Validation strategy
Government software
Designed and implemented the first Unemployment Insurance tax-rate processing cycle within the GUS Tax system.
Product modernization
Served as lead business analyst and product owner for a modular government technology platform.
Interactive workflow demonstration
Choose a task to see what changes—and where human review stays essential. Based on patterns documented in the white paper.
Task: Turn source material into a reviewable requirement set
Capabilities
Five disciplines that support the work above.
AI Application Architecture · Governed AI Systems · Runtime Governance · Agentic AI · Generative AI · AI Workflow Architecture · MCP Integration · Multi-Interface AI Systems · Human-in-the-Loop Approvals · LLM Steering & Guardrails · Knowledge Bases · Multi-Agent Workflows
Solution Architecture · Enterprise Systems · SDLC · Systems Analysis · API Integration · Databases · Technical Discovery · System Modernization
Product Strategy · Product Roadmaps · Product Ownership · Business Analysis · Requirements Engineering · Business Rules · Process Improvement · Agile / Scrum
Customer Engagement · Stakeholder Management · Technical Presentations · Workshops & Demos · RFP / Pre-Sales Support · Executive Communication · Cross-Functional Leadership
HTTP API Design · REST / SOAP APIs · Durable State · SQLite Persistence · SQL Server · PostgreSQL · Authentication & Authorization · Version Protection · Integration Testing · Python · Postman · Azure DevOps · Jira · BPMN · Power BI · Tableau
Experience
My recent roles sit at the intersection of enterprise software and the people who depend on it. The résumé has the full history.
View full résuméBusiness Analyst III / Product Owner
Lead Business Analyst / Product Owner
Research Business Analyst
Credentials