25: MLOps and Feature Stores with Willem Pienaar from Tecton

On this week’s episode of The Data Stack Show, Kostas is joined by Willem Pienaar, tech lead at Tecton to discuss machine learning, features and feature stores.Highlights from this week’s episode include:Willem Pienaar's background in South Africa and southeast Asia and from Goject to Tecton (1:58)Tecton was founded by the builders of Uber's Michaelangelo (6:37)Defining features and their life cycles (10:05)Comparing a feature store to a database (16:40)Data architecture in a feature store (26:16)How feature stores evolve as a company expands (30:12)Main touchpoints between the feature and the data infrastructure (37:59)How Tecton manages productizing complex architectures (41:44)How Feast and Tecton work together (45:12)Tecton impressing VCs and preparing for a competitive, emerging market (48:14)The Data Stack Show is a weekly podcast powered by RudderStack. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.