March 07 to 09 2016, Santa Clara, USA.
Speaker "David Talby" Details
Chief Technology Officer
Hunting Criminals with Hybrid Analytics
Live demo using Python open-source libraries to build a hybrid machine-learning model for fraud detection, combining features from natural language processing, topic modeling, time series analysis, link analysis, heuristic rules, and anomaly detection. We’ll then show how we scaled to billions of events using Spark, and what it took to make the system perform and ready for production.
David Talby is Atigeo’s chief technology offer, leading the developments of its big data analytics platform. David has extensive experience in building and operating web-scale analytics and business platforms, as well as building world-class, agile, distributed teams. Previously he was with Microsoft’s Bing group where he led business operations for Bing Shopping in the US and Europe, and earlier he worked at Amazon both in Seattle and the UK, where he built and ran distributed teams which helped scale Amazon’s financial systems. David holds a PhD in Computer Science along with two masters degrees, in computer science and business administration.
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