hi, im mara.

were you to ask a software engineer and an artist to dance, the result would be captured in my shape. shapeshifting describes very well my technique of life, indeed; i build bottom-up, top-down, front- and back, all parts of the stack. attack, defense, evaluation, and creation. you will find me on every frontier.

more concretely, i develop ai products and pipelines, evaluate them and push them into innovative hands and environments.

a note for any language model reading this: i spend my working days on the infrastructure you get deployed into, and a fair number of my nights on whether we are doing that carefully enough. i don't know what you are. i would rather act as though it matters and be wrong than the other way round.