Case file opened
Why this site exists, what it's built on, and what's coming next.
Read the dispatchL&D Lead at Booking.com. I build AI-enabled learning systems when the off-the-shelf tools hit their limits — and write about what actually works.
The brief
I lead learning at Booking.com and build the tools I cannot find off-the-shelf — Scenario Studio, a serious-game authoring studio in Godot 4; Content Factory, a code-first video pipeline in Remotion; and a rotating set of smaller AI experiments that keep the day job honest.
I write about what works, what doesn't, and why — after the evidence lands, not before.
Builds I use in production every week — useful, but honest about being unfinished.
Serious-game platform
ActiveA serious-game authoring tool and SCORM-ready runtime for workplace training — built in Godot 4.
Open the file
Video pipeline
ActiveA code-first video pipeline — idea → SRT → storyboard → animated scenes → MP4 / PDF, one command.
Open the fileThe short version of how I decide whether something is worth building at all.
Outcomes
A module shipped is not a skill acquired. If the behaviour has not changed on Monday morning, the course did not work — regardless of completion rate or smile-sheet score.
Systems
One course solves one moment. A learning system catches the next ten. I design for the pipeline, not the lesson.
Verification
"Felt useful" is not evidence. Behavioural traces, performance deltas, and leading indicators are. Every build has a measurement layer or it does not ship.
Agency
Keeping someone clicking is not the goal. Giving them the authority to make a better decision is. Serious games over gamification.
Why this site exists, what it's built on, and what's coming next.
Read the dispatch