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Paul Prae

Paul is an AI solutions architect. He leads the delivery of scalable machine learning and data science systems to enterprise customers. He's currently building microservices using Python and Kafka.

An Intelligent Agent to Help Developers Architect Web Apps

The Problem When first developing web applications, choosing a tech stack can be overwhelming. Even choosing your first language to learn can feel like a monstrous task let alone deciding on all of the components of a production application and how to make all of the components talk together. In this post, I will propose an intelligent agent to help developers architect...

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The Delusions vs the Effectiveness of Big Data

Recently, I came across two articles. One argued how the value of big data is overhyped. The other showed how you can exploit large amounts of data to make amazing discoveries. I found their contrasting viewpoints interesting. Below are some highlights from each. Summary of “The Delusions of Big Data” Original article: http://spectrum.ieee.org/robotics/artificial-intelligence/machinelearning-maestro-michael-jordan-on-the-delusions-of-big-data-and-other-huge-engineering-efforts * If you make...

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