Speaker "Gabor Melli" Details Back



On-Demand Low-Latency Near Real-Time Predictions at Scale


Predictive machine learning is powering innovation across industries, including healthcare, finance, media & entertainment, and many more.
This session presents the successful development process at Sony Interactive Entertainment for the delivery scalable real-time low-latency preditive ML-based solutions on the cloud.
Real-world business cases and examples of deployed systems are presented.
Who is this presentation for?
This presentation is for those who influence the deployment of predictive models in production.
Prerequisite knowledge: 
Attendees require knowledge of how to train and deployed predictive models.
What you'll learn?
Attendees will learn best practices for introducing low-latency predictive machine learning models into production that react to real-time information.


Gabor Melli is Senior Director of Engineering (ML&AI) at Sony PlayStation. He has twenty-plus years of experience in delivering large-scale data-driven mission critical solutions at both enterprises ranging from Sony PlayStation, AT&T, Microsoft, T-Mobile and Wal*Mart, and several start-ups. He continues to publish, present and organize world-class conferences.