Mathify

Mathify takes a natural-language description of a mathematical or physical idea, generates the animation code for it, renders that code on cloud infrastructure, and hands the result back inside an interactive product built around generation, iteration and sharing.

Generated animation code fails in ways a normal web app never has to handle, and rendering takes minutes rather than milliseconds. The product had to stay responsive while jobs ran far outside a request-response cycle.

A generation layer that writes and repairs animation code, a queue-backed render farm that executes it in isolated environments, and a product surface where people can iterate on a scene without ever seeing the machinery underneath. The same pipeline is exposed as an API so it can be driven from automation tools.