field log 02 / entry 02·ai engineer · fameline apsg
luva ai
spec engine · live 3d
the problem
specifying architectural louvers is slow, expert-bound work: matching performance requirements to the right products by hand, then producing the delivery documents, took months per job.
what i built
a specification engine that recommends the right louver configuration from the requirements, renders it live in three.js so the choice is visible rather than abstract, and generates the delivery pdf automatically.
stack
typescript/react/three.js/ai/ml
outcome
what took months per job now takes hours. live at luva.fameline-apsg.com.