Marwan Mattar

Director in San Francisco, California

From December 2021 to January 2023, I was the Director of AI/ML Infrastructure at Scale AI. My team managed all internal AI/ML infra in addition to products for model training, hosting and monitoring.

Prior to Scale AI, I was a Senior Manager of Machine Learning at Unity Technologies (2018 - 2021) where I led product, engineering and research for the AI-powered Game Services group. This included the popular Unity ML-Agents Toolkit.

Prior to Unity, I was a Tech Lead at Electronic Arts within the Intelligent Systems Group (2014 - 2017) where I focused on machine learning and optimization. My work contributed to several games including FIFA, Battlefield, Star Wars: The Old Republic, and FIFA Mobile.

I also completed three engineering and research internships (2010, 2011, 2012) at Google NYC.

I received my BS, MS, and PhD computer science degrees from UMass Amherst in 2005, 2008, and 2013, respectively. My PhD research focused on improving joint alignment algorithms using unsupervised feature learning (convolutional RBMs) and nonparametric Bayesian techniques (Dirichlet processes).

  • Education
    • University of Massachusetts Amherst