Konstantinos Katsiapis
Konstantinos (Gus) is the über tech lead of TensorFlow Extended (TFX), an end-to-end machine learning platform based on TensorFlow (tensorflow.org/tfx). Before that he worked on Sibyl, a massive scale machine learning system (precursor to TensorFlow) widely used at Google. Prior to being a builder of machine learning infrastructure he was an avid user of it, while leading the Mobile Display Ads Quality machine learning team at Google.
Prior to Google, Gus gathered knowledge and experience at Amazon, Calian, Ontario Ministry of Finance, Independent Electricity System Operator, and Computron.
Gus earned a master's degree in computer science with a specialization in artificial intelligence from Stanford University and before that a bachelor's degree in mathematics, majoring in computer science and minoring in economics, from the University of Waterloo.
Prior to Google, Gus gathered knowledge and experience at Amazon, Calian, Ontario Ministry of Finance, Independent Electricity System Operator, and Computron.
Gus earned a master's degree in computer science with a specialization in artificial intelligence from Stanford University and before that a bachelor's degree in mathematics, majoring in computer science and minoring in economics, from the University of Waterloo.
Authored Publications
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Google
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)
Abhijit Karmarkar
Ahmet Altay
Aleksandr Zaks
Anusha Ramesh
Jarek Wilkiewicz
Jiri Simsa
Justin Hong
Mitch Trott
Neoklis Polyzotis
Noé Lutz
Robert Crowe
Sarah Sirajuddin
Zhitao Li
(2020)
Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform
Denis M. Baylor
Kevin Haas
Sammy W Leong
Rose Liu
Clemens Mewald
Neoklis Polyzotis
Mitch Trott
Marty Zinkevich
In proceedings of USENIX OpML 2019
