Classroom-ready lesson decks, in the school's own template
Not a slide picture. A real deck a teacher can open and change.
Teachers describe a lesson; the system returns an editable PowerPoint in their template, plus worksheets and quizzes drawn from a 120GB+ curriculum corpus.
What they needed
Korean elementary teachers spend their evenings making lesson decks, worksheets and quizzes. The client wanted a product that produces those files — in the school’s own design, editable, aligned to the curriculum — from a short description of the lesson.
What I built
The whole product: the teacher-facing app, the admin console, the backend, and the generation agents. The core is a template engine that fills the client’s own PowerPoint in place, so the branding is the template itself and every text box stays editable. A retrieval layer over a 120GB+ corpus grounds the content; images are chosen by meaning, not keyword.
What changed
Teachers pay for it and use the output in class. The deck length follows the lesson duration; the template survives untouched.
More work
All case studies
Consulting AI inside a farming enterprise's app
The company's agronomy know-how — guidelines, past reports, consultants' calls — answers farmers' questions with citations and drafts the consultants' reports for them.
Live in production · pilot expanding to all farms from May 2026
Speech recognition that beats the commercial API on real farm calls
Consultants' phone calls become farming diaries and consulting reports. On real farming calls our fine-tuned engine makes 10.45% character errors; the leading commercial Korean speech API makes 16.39%.
10.45% error on real farming calls vs 16.39% for the leading commercial API