Production ML models in the mobile gaming industry

Production ML models in the mobile gaming industry

Saturday, October 24, 2020 7:45 PM to 8:18 PM · 33 min. (Africa/Abidjan)
Container Azul
Artificial IntelligenceData scienceDigital TransformationIntelligent AutomationMachine Learning

Information

Wildlife Studios is one of the 10 largest mobile gaming companies in the world, we reiceive several millions of request per second in our services and process 2TB of data per day. A lot of our software products relies on ML models. This talk reviews the challenges and tradeoff we faced figuring out a standarized way for creating production ready ML models, reutilizing our current infrastructure (Gitlab, Kubernetes, Flux, AWS ECS, etc) and with minimal limitations and changes in the way our data scientist work.

Wildlife StudiosWildlife is one of the leading mobile game developers and publishers in the world. In nine years, our gaming titles have been downloaded over 2 billion times, providing fun to millions of people every day, everywhere. We are not done yet. We aspire to develop games that will be remembered by generations. To achieve this goal, we pursuit to be best-in-class in each of our major disciplines: Product, Engineering, Art, Marketing, and Data. That’s why we are rapidly expanding and building talented and passionate teams in our offices in Argentina, Brazil, Ireland, and the US. 

Registered attendees

Andres Tobelem
Andres Tobelem
Sr. Data EngineerWildlife Studios
AS
Antonella Schiavoni
OtroASAPP
Cecilia García López de Munain
Cecilia García López de Munain
Data Scientist / Data EngineerWildlife

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