01
Measure behaviour, not opinion
A smile sheet tells you how the training felt. I instrument the decisions people make inside the module, so the debrief can show them what they actually did.
Learning experience designer
Scenario-based modules where the debrief is built on the learner’s own data — not on what they say they would do. Storyline, Rise and hand-written JavaScript, packaged as SCORM for any LMS.

How I work
01
A smile sheet tells you how the training felt. I instrument the decisions people make inside the module, so the debrief can show them what they actually did.
02
Awareness fades in about two weeks. Routines don't. Every module I build ends with a concrete thing to do tomorrow, not a feeling of insight.
03
If the research is thin, the module says so. Training that oversells its own effect teaches people to trust weak evidence.
Selected work
Scenario module · Storyline · JS
You teach a class of six. Three carry a label a fake test gave them. At the end you meet your own behaviour data — wait time, turns, task difficulty, feedback.
Read the case studyVideo-led module · Storyline
Breathing and movement taught through filmed demonstrations, with a menu the learner steers themselves. Playable here as the real SCORM package.
Read the case studyTool · SCORM 1.2 & 2004
A course runs on the left, the LMS view runs on the right: completion, score, time, every interaction the package reports. Built to show what an LMS actually receives.
Read the case studyWriting
How a module gets designed, what the research actually supports, and what happens when you let an AI kit generate a course and then audit every line of it. Published where the field reads.
Read the articles