Productionizing ML Models at Online Shopping at Loblaws

Abstract: Productionizing ML Models at Online Shopping at Loblaws. In this talk, I will present our recent work about how we productionize ML models as managed microservices through ci pipelines, achieve continuous improvement through online AB or MAB testing, and the technical implementation by leveraging the cloud platform and open source tools including seldoncore. Speaker bio: Senior Data Scientist Loblaw Digital Xiaoming Zhang is a senior data scientist at Loblaw Digital. She has been focusing on personalization and recommendation for digital shopping experience, as well as ML model deployment infrastructure to productionize the data science services. Xiaoming came from a physics background, with a focus on geophysics for her studies and condensed matter theory for her master studies and undergrad. If you enjoyed this talk, visit us at and come participate in our next gathering Would you like to receive