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My Talks

A collection of 2 posts
Big Data LDN 2019: Taking control of user analytics with Snowplow
My Talks

Big Data LDN 2019: Taking control of user analytics with Snowplow

User analytics is well established at Auto Trader but breakthroughs in the cloud, big data and streaming technologies offer clear benefits above and beyond what we could do today. This talk describes how we migrated to Snowplow on Google Cloud for our user-analytics platform. Snowplow is an event streaming pipeline
Dec 16, 2019 1 min read
Continuous deployment of machine learning models
My Talks

Continuous deployment of machine learning models

This talk describes how Auto Trader launched a suite of new machine learning models with the ability serve low-latency predictions in real time. These models are automatically retrained and redeployed using continuous deployment pipelines in our existing deployment infrastructure, making use of technology including Apache Spark, Airflow, Docker and Kubernetes.
May 16, 2019
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