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Study competitors, audiences, performance data, and expert input to identify gaps that matter.
Program strategy · learning operations · analysis
I analyze markets, roles, and systems to identify what needs to change and turn the findings into programs people can use. My work spans digital learning products, global enablement, assessments, and operational tools.
01 / Capabilities

The same abilities have served product strategy, learning programs, and hospitality operations. The deliverable changes, but the underlying problem-solving does not.
Study competitors, audiences, performance data, and expert input to identify gaps that matter.
Turn requirements and constraints into a coherent framework, workflow, or program that can scale.
Coordinate people and tools, establish quality standards, and translate specialized knowledge into action.
02 / Selected work
These summaries describe my contribution without sharing proprietary materials or assigning results I cannot verify publicly.
Market and product strategy · McGraw-Hill Education
Higher education publishers competed for adoption of digital courseware. Understanding both the product landscape and subject-area needs was essential to deciding where to invest.
Capability architecture · Salesforce through EvolvEd Global
Different sales and go-to-market roles needed a common way to describe skills and proficiency without flattening meaningful differences between roles and levels.
Program delivery · Strategic Education
Course changes affected content, assessments, platform configuration, vendor tools, academic teams, and launch schedules at the same time.
03 / Working method

When one program serves different roles, products, or markets, I start with the work people must be able to do. Then I determine which parts can stay consistent and which need expert review and adaptation.
Interview stakeholders, examine current materials and data, and name the performance problem.
Separate common outcomes from differences in roles, processes, terminology, policy, and local context.
Translate decisions into a brief, ownership, dependencies, content, practice, assessment, and QA.
Review quality, readiness, usage, feedback, and performance signals, then refine what is not working.
This is my working method, not a claim that I have deployed a country-specific program in every market.
04 / Additional depth
The experience behind the method extends beyond instructional design.
At Western Governors University, I used psychometric and learning analytics to investigate item-, exam-, and program-level quality concerns, then worked with faculty, curriculum leaders, psychometricians, and vendors on improvements.
As a former business owner, I used QuickBooks for invoicing, expense categorization, reconciliation, and reporting. I used Square for sales and transaction reporting. At Bengelina Hospitality Group, I translate manager needs into scheduling, onboarding, and operations workflows.
Learning tools include Canvas, Moodle, Blackboard, Articulate 360, Area9, PlayPosit, Jira, Smartsheet, and Confluence.
05 / About
I began in investment research and product management, moved into digital learning products and assessment, and now also work on hospitality systems. Across those fields, the thread is the same: learn the domain, see the whole system, bring the right people together, and build a practical answer.
My B.S. in Finance informs how I evaluate tradeoffs and evidence. Learning design gives me a disciplined way to make complex knowledge usable. Current independent research in Piemonte wine keeps me practicing both: learning from people doing the work and testing how regional knowledge can become useful education. Explore the research in progress.

Tile photographed in Portugal by Amy Flauaus.
06 / Contact
I’m interested in work that combines analysis, program strategy, and the discipline to deliver.