Pipeline Conversations

Episode Archive

Episode Archive

21 episodes of Pipeline Conversations since the first episode, which aired on November 19th, 2021.

  • Neurosymbolic AI with Mohan Mahadevan

    January 27th, 2022  |  58 mins 55 secs
    ai, artificial-intelligence, data-science, infrastructure, machine-learning, mlops

    Our guest this week was Mohan Mahadevan, a senior VP at Onfido, a machine-learning powered identity verification platform. He has previously worked at Amazon heading up a computer vision team working on robotics applications as well as for many years at KLA, a leading semiconductor hardware company. He holds a doctorate in theoretical physics from Colorado State University.

  • Creating Tools that Spark Joy with Ines Montani

    January 13th, 2022  |  43 mins 46 secs
    data-science, machine-learning, nlp, open-source

    Our guest this week is Ines Montani, co-founder and CEO of Explosion, a company based out of Berlin that produce tools that you probably know and love like Spacy, a Python Natural Language Processing library and Prodigy, a data annotation tool.

  • Monitoring Your Way to ML Production Nirvana with Danny Leybzon

    December 16th, 2021  |  40 mins 34 secs
    aws, machine-learning, mlops, zenml

    This week, we spoke with Danny Leybzon, currently working with WhyLabs to help data scientists monitor their models in production and prevent model performance from degrading. He previously worked as a kind of roving data scientist and engineer, helping companies put their models into production.

  • Practical MLOps with Noah Gift

    December 2nd, 2021  |  47 mins 14 secs
    aws, machine-learning, mlops

    Noah Gift is the founder of Pragmatic A.I. Labs and author of 'Practical MLOps'. We discuss the role of MLOps in an organisation, some deployment war stories from his career as well as what he considers to be 'best practices' in production machine learning.

  • Introducing ZenML

    November 19th, 2021  |  22 mins 18 secs
    mlops, zenml

    Adam and Hamza introduce themselves for the first episode of Pipeline Conversations. They discuss the world of MLOps, where ZenML sits within this space, and why it's such a complicated problem to solve.