During the last 20 years producing data-driven applications as an application designer, software engineer, system architect, and data scientist has been a time when interesting developments in technology are beginning to open up a whole new era of possibilities. It is good to be able to observe, comment on, and, most importantly deploy the options as they unfold.
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