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2021 at Tecton: A Year in Review
2021 is a wrap, and what a year it has been! As we head into the New Year, I want to take a look back at what we’ve accomplished this year and share with you some of the things I … Read More
David Hershey
Our blog series, Featured Tectonauts, highlights the amazing characters we get to interact with daily here at Tecton. Want to join the team? Check out our open positions here. What do you do at Tecton? What does your team do? … Read More
Maintaining Feature Pipelines with Automated Resolution of Compute Failures
Customers rely on Tecton for providing uninterrupted access to their machine learning features. Tecton orchestrates and manages the data pipelines that compute these features, insulating the end user from their complexity. However, the pipelines run user-provided transformation code on cloud … Read More
Serving 100,000 feature vectors per second with Tecton and DynamoDB
There is a class of Machine Learning models that require real-time data to make predictions – the process by which these models make predictions is known as Online Inference. Examples of these types of models are models that detect fraudulent … Read More
Introducing Array Type Features
We’re excited to announce that Tecton now natively supports Array type features. Our customers are now deploying array features in operational ML models. In this article, we’ll go through (1) how arrays are commonly used in operational ML systems and … Read More
Tecton’s Security and Compliance Journey to SOC 2 Type 2
Tecton is SOC 2 Type 2 compliant (but that’s not what this post is about) If you search for “SOC 2 Type 2 announcement” you’ll find troves of blog posts from companies of all sizes, so that’s not what this … Read More
My observations since joining Tecton as VP of Engineering
I joined Tecton 4 months ago and would like to share my impressions while they are still fresh! I have spent almost 2 decades in various startups. In seven of them I was Director of Engineering and later VPE in … Read More
Samantha Rydzewski
We are happy to announce a new blog series here at everyone’s favorite feature store – Featured Tectonauts . In this blog series, we will be highlighting the amazing characters we get to interact with daily here at Tecton. Want … Read More
Introducing Low-Latency Streaming Pipelines for Real-Time ML
Intro We’re excited to announce that Tecton now automates low-latency streaming pipelines, to help organizations quickly and reliably build Real-Time ML models. Real-Time ML means that predictions are generated online, at low latency, using real-time data; new events are reflected … Read More
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