Author Archives: wsmhy2011

What is “model productionization” and how is different from traditional software’s “productionization” process? Revisit Traditional Software Development Let’s look at 2 popular software platform architectures: The principle is to split “monolithic” design into singular function “micro-services”. Each micro-service has simple, well defined input/output specs, and with good network infrastructures such design can scale to thousandsContinue reading “Model Productionization – Large Scale Machine Learning Platform Design”

Feb 16, 2021 I’d like to start our discussion from examine a human’s daily life. We all know that human brain has evolved tens thousands of years ever since the debut of homo-sapien – to a large degree marks the debut of human intelligence. But besides just human animals are also considered as intelligent, thisContinue reading “A Daily Life of AI Agent”

Aug 02, 2020 Training a puppy is a fun experience. Our little pokie is turning 1 yr old, and turning into a cutie-pie. This thoughts emerged while training my own dog. There’re many examples that reflected the fundamental difference between how human learn vs how animal. One of the key observations is the lack ofContinue reading “How An AI Scientist Train His Puppy”