
Start learning design with a question about the work
How I approach learning needs, choose a response, and plan to understand what people apply afterward.
Writing
The reading room
I write about helping people learn and using research to make better decisions.
These are the questions I keep working through in learning and development, measurement, and research.
Explore the writingA place to begin
How I approach learning and development.

How I approach learning needs, choose a response, and plan to understand what people apply afterward.
Explore by question
More of my writing

Clear responsibilities and a usable evidence record help a research team focus its effort where it can inform a decision.

Simulated responses can help a team prepare research questions. Claims about real people still need observed evidence.

Give AI specific tasks, keep the source material close, and make the researcher’s interpretation easy to review.

Start with the choice, explain the evidence and its limits, and name who will take the next step.

Use specific work examples to understand how tools and policies affect employees and the customers they support.
From thinking to practice
The portfolio includes research and learning measurement examples, with captions explaining the work and my contribution.