Conference: March 5-7, 2018

Workshops: March 8-9, 2018

Speaker:
Przemyslaw Pastuszka
ML Engineer @Ocado

Przemek is a software engineer with six years of experience in the Big Data space. He started his career working for a US-based startup called Hadapt (now acquired by Teradata), building a distributed in-house file system which was designed as a highly-performant replacement for HDFS. After joining Ocado Technology, he has helped the company move away from Oracle-centric analytics and transition all data-related operations into the cloud by building Google Cloud Platform tools. Recently, he's been working more closely with data scientists to help them get their work into production. He's also building a machine learning platform which will democratize ML within the company and allow all engineers to build their own models.

Find Przemyslaw Pastuszka at

Machine Learning Engineer at Ocado Technology

Talk : Real-Time Decisions Using ML on the Google Cloud Platform

Track : Distributed Stateful Systems
Location : Mountbatten, 6th flr.
Duration : 2:55pm - 3:45pm

Ocado Technology is providing a full solution to put the world’s retailers online using the cloud, robotics, AI and IoT. Processing tens of thousands of orders every day, we generate millions of events every minute, leading to huge amount of data to be managed. We will present how this Big Data is handled in Google Cloud Platform to build a end-to-end machine learning pipeline: how data is stored and processed in BigQuery, post-processed and copied with Dataflow, then used to train Deep Neural Network models with TensorFlow, how all this is orchestrated using our in-house scheduling software called Query Manager, and how predictions are finally run in real-time using Cloud ML Engine and Datastore.

Other talks from track Distributed Stateful Systems

Real-Time Decisions Using ML on the Google Cloud Platform
Ocado Smart Platform Fraud Team Lead
Carlos Garcia
The Future of Distributed Databases Is Relational
VP Engineering & Co-Founder @CitusData
Sumedh Pathak
Taming Distributed Stateful Pets With Kubernetes
Co-founder at UK Kubernetes Company Jetstack
Matthew Bates
Taming Distributed Stateful Pets With Kubernetes
Solutions Engineer @Jetstack
James Munnelly
Scaling Uber's Elasticsearch Clusters
Real-time Streaming Lead @Uber
Danny Yuan
Cloud-Native and Scalable Kafka Architecture
Senior Software Engineer - Cloud Platform @Netflix
Allen Wang

Tracks

Monday, 5 March

Tuesday, 6 March

Wednesday, 7 March

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