Overview
Explore Tecton's journey in developing a platform that empowers large-scale real-time AI applications using only Python in this 27-minute conference talk. Discover how Matt Bleifer, Group Product Manager at Tecton, walks through the process of creating a reliable system for productionizing AI applications with minimal complexity. Gain insights into the challenges and solutions encountered while building a Python-centric feature platform, drawing from Matt's extensive experience in ML infrastructure and applied ML applications at companies like Twitter and Workday. Learn about core developer workflows, tools, and services that enable the deployment of real-time models at scale, and understand how this approach can streamline the development of production AI applications.
Syllabus
Building a Python-Centric Feature Platform to Power Production AI Applications // Matt Bleifer
Taught by
MLOps.community