Companies are moving towards AI/Machine learning very fast. Data scientist are building models and training models. But challenges come when deploying models in production.

How to maintain multiple models? Creating a common platform that allows model management and deployment easily and reliably is becoming a necessity for organizations to accelerate product development.

In this talk, I will talk about the challenges faced and the solutions used to make this process easy.

Anupama Is Director for AI engineering at Target. She is leading multiple teams of data scientists and engineers to effectively deliver impactful digital experiences for our customers.Her teams power guest personalization for offers, products , personalized search and platform to serve millions of recommandations .

Before Target she was responsible for taking the search for USA's 6 th most visited site Reddit to next level. Prior to Reddit she spent 3 years leading the engineering efforts for a genomic data startup, Epinomics, which got acquired by 10xGenomics