In a previous post, I have delved into how UPS uses Operations Research and Machine Learning in their Network Planning Tools (NPT), and have briefly mentioned their complementary initiatives ORION and EDGE. In this post we will dive deeper into ORION (On-Road Integrated Optimization and Navigation), by summarizing what can publicly be found on the development history as well as current roll-out status of the system.
[Read More]NPT: Network Planning at UPS
UPS Uses AI When the Weather Outside is Frightful
UPS aims to reroute packages away from snow and other trouble spots in its global network. An app called Network Planning Tools (NPT) is used to view all their facilities and divert their packages around the storms, or to move a particularly large shipment efficiently. It utilizes machine learning to handle the massive amounts of data required to move packages around the world and on time, regardless of the weather.
[Read More]Data Leader Days 2019
Great event in Berlin near Oberbaumbrücke
Today I had the pleasure to present at Data Leader Days, a two-day management forum for leaders in the data space. 2019 marked its 5th edition, hosting data practitioners from Retail, Telco, Industrial Goods and Finance. Focus was on practical data science applications, with excursions into more specific areas such as data catalogs or deep learning based image processing. The event was located in the 030 event loft, an unusual venue with direct access to river Spree near Oberbaumbrücke. Here are some impressions:
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