Jacob Beaudin

Senior Machine Learning Engineer II at Gametime

i build the ml & ai stack end to end

jacobcbeaudin@gmail.com

github   linkedin

A loss surface in one teal hue, deeper where the loss is lower, with contour lines in the same hue and three basins, each named on the surface: About, Projects and Blog. A trail of dots runs from the far rim down to a ball resting in the deepest basin, About.

About

I'm a Senior Machine Learning Engineer II at Gametime, where I joined as the first ML platform hire and built the ML platform from zero. That is the work I like most: the layer under the models, where data, training and serving have to agree with each other. Before Gametime I spent four years on autonomous driving data, at Rivian from 2022 to 2023 and at Mercedes-Benz R&D North America from 2019 to 2022. I studied at USC: a B.S. in Industrial and Systems Engineering and an M.S. in Analytics. A few of my open-source fixes have gone upstream to Airflow and marimo. Away from the keyboard I swim in open water; in 2023 I took first in the skins division of the Alcatraz swim.

Projects

  • DeckTalk

    I wanted to make teaching videos without editing video, so the script is the edit: you write what the voice says, name the phrase each picture waits for, and DeckTalk voices, records and cuts the film. It made a short film called Halfway from text files.

    PyPI   github

Blog

Nothing is published yet.

the blog