Network

Luigi Patruno

Director Data Science

Connect with Luigi

Luigi Patruno is a data scientist and consultant. He is currently the Director of Data Science at 2U, where he leads a team of data scientists responsible for building machine learning models and infrastructure. As a consultant Luigi helps companies generate value by applying modern data science methods to strategic business and product initiatives. He founded MLinProduction.com to collect and share best practices for operationalizing machine learning and he has taught graduate courses in statistics, data analysis, and big data engineering. He holds an M.S. Computer Science and a B.S. Mathematics from Fordham University.

Conference Sessions

So You Want to Teach an AI/ML Course?

TWIMLfest 2020

This panel will bring together AI/ML practitioners and instructors from various specializations to discuss their journey in creating artificial intelligence/machine learning courses for the community. We'll discuss how to identify the knowledge or skill gap to be addressed in your course, the steps to refine the scope and timeline of that course, useful tools and resources, best practices, and more.

Productionizing Machine Learning Models at Scale with Kubernetes

Case Study

TWIMLcon 2019

Productionizing machine learning models in an organization is difficult. The goal of this presentation is to discuss how Kubernetes can be leveraged to train, deploy, and monitor models in production settings, as well as lessons learned from using Kubernetes to productionize machine learning workloads at 2U.