Tecton

Tecton is a San Francisco-based startup co-foundedcofounded by Mike Del Balso, Jeremy Hermann, and Kevin Stumpf, who previously worked together at ride-hailing and transportation company Uber, where they co-developed Uber's Michelangelo machine learning platform.

The company saysstates its platform consists of the following:

• A Feature Store for storing historical featurefeatures and labellabeling data

The company's three co-founderscofounders met while working at Uber, where they developed Michelangelo and worked with many internal teams on a variety of business and engineering challenges.

• Mike Del Balso is co-foundercofounder and CEO of Tecton. Prior to Tecton, Del Balso was a senior product manager of Uber's machine learning platform infrastructure and applied machine learning teams from November 2015 through 2018, when he left to start Tecton. Del Balso led the development of Uber's AI strategy, reporting to the CEO. Prior to Uber, Del Balso was a product manager at Google, where he oversaw machine learning teams working on the company's ads platform.
• Kevin Stumpf is a co-foundercofounder and CTO of Tecton. Before starting Tecton in 2018, Stumpf served in a variety of management and leadership roles at Uber, where he started as a senior software engineer and ended as an engineering manager on the company's machine learning platform team, which built Michelangelo and other internal infrastructure and tooling. Prior to Uber, Stumpf previously co-foundedcofounded and was CTO of Dispatcher, Inc., a trucking and logistics dispatch platform described as "Uber for long-haul trucking." Since May 2020, he is also a member of Sequoia Capital's scout program.
• Jeremy Hermann is co-foundercofounder and VP of engineering at Tecton. Before starting Tecton in 2018, Hermann was Uber's head of data infrastructure from 2014 through 2015. In 2015, Hermann started and led Uber's Michelangelo machine learning platform team, which additionally built infrastructure and tools for engineers and data scientists at the company. Prior to Uber, Hermann served in VP and director-level engineering roles at Hearsay Systems, ZangZing, and Vontu (which was acquired by Symantec).

Tecton is a San Francisco-based startup co-founded by Mike Del Balso, Jeremy Hermann, and Kevin Stumpf, who previously worked together at ride-hailing and transportation company Uber, where they co-developed Uber's Michelangelo machine learning platform.

Tecton is a machine learning platform. The company says it expands on the feature store architecture the founding team helped build at Uber. Tecton manages the end-to-end lifecycle of features for machine learning systems that run in production.

The company says its platform consists of:

The company says that its platform is designed to help machine learning teams with a number of key tasks. These include developing standardized features, labels, and data sets for machine learning from batch and real-time data. Tecton says its platform helps with deploying and serving feature data to models in high-scale production environments. The platform can help teams curate and govern an organization-wide repository of standardized, production-ready features for sharing and reuse across its projects. Additionally, the company says Tecton helps monitor feature data to ensure that models continue to operate correctly over time.

The company's three co-founders met while working at Uber, where they developed Michelangelo and worked with many internal teams on a variety of business and engineering challenges.