ML Platform Podcast

ML Platform Podcast

By neptune.aiTechnology
Download on the App Store

ML Platform Podcast episodes

  • Tackling MLOps Challenges in Computer Vision with Marcin Tuszyński
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Marcin Tuszyński:
    • Marcin’s LinkedIn

    Episode Resources:
    • ReSpo.Vision
    • Allegro.pl
    • EY
    • Torch
    • Kedro


    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    RSS FeedBrought to you by neptune.ai
    50 min
  • Managing Data and ML Teams to Deliver Value with Delina Ivanova
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Delina:
    • Delina’s LinkedIn

    Episode Resources:
    • Mistplay
    • HelloFresh
    • Schulich School of Business - York University
    • University of Toronto School of Continuing Studies
    • TD
    • Carly Rian Group

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed
    Brought to you by neptune.ai
    54 min
  • Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Andreas and Ivan:
    • Andreas’ LinkedIn
    • Ivan’s LinkedIn

    Episode Resources:
    • Continuum Industries
    • Hyp-ED
    • Study of physical properties and microstructure of aerogel-cement mortars for improving the fire safety of high-performance concrete linings in tunnels
    • Using COMSOL® for the Development of the UK’s Second Hyperloop Prototype
    • Quantum Computing Project

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    50 min
  • Doing MLOps for Clinical Research Studies with Silas Bempong and Abhijit Ramesh
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Silas and Abhijit:
    • Silas’ LinkedIn
    • Abhijit’s LinkedIn

    Episode Resources:
    • freeCodeCamp
    • Innovate Ghana
    • Theta Tech AI
    • Stanbic Bank Ghana
    • Afribbean Tech Collective

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    58 min
  • Deploying Conversational AI Products to Production with Jason Flaks
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Jason Flaks:
    • Jason's LinkedIn 

    Episode Resources:
    • neptune.ai Website 
    • Xembly Website
    • Amazon AWS
    • spaCy 
    • chat GPT
    • Label Studio
    • Kubernetes

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    56 min
  • Implementing Vector Search Engines with Kacper Lukawski
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Kacper Lukawski:
    • Kacper’s LinkedIn
    • Kacper’s Twitter

    Episode Resources:
    • Vector library vs vector database
    • Reducing memory usage for vector search https://qdrant.tech/articles/memory-consumption/
    • Visual search with vector embeddings
    • Qdrant
    • Codete GmbH
    • Bye-bye, Miss AI
    • AI Embassy
    • Codete GmbH
    • Kubernetes

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    53 min
  • ML platform teams, features stores, versioning in data pipelines, and where MLOps extends DevOps with Aurimas Griciūnas and Piotr Niedźwiedź
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Aurimas Griciūnas and Piotr Niedzwiedz:
    • Aurimas's LinkedIn 
    • Piotr's LinkedIn

    Episode Resources:
    • neptune.ai Website 
    • SwirlAI Website
    • Qflow
    • Kafka
    • Cassandra
    • Airflow
    • Kubernetes
    • Swirl AI newsletter
    • neptune.ai blog
    • Designing Machine Learning Systems by Chip Huyen
    • Fundamentals of Data Engineering by Joe Reis, Matt Housley

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    55 min
  • Continuous MLOps Pipelines with Itay Ben Haim
    Subscribe to our YouTube channel to watch this episode!

    Learn more about Itay Ben Haim:
    • Itay's LinkedIn 

    Episode Resources:
    • Superwise Website 
    • Google vertex 
    • Github
    • BentoML
    • Azure ML
    • Kubeflow's compiler
    • Amazon SageManager 

    If you enjoyed this episode then please either:
    • Subscribe, rate, and review on Apple Podcasts
    • Follow on Spotify
    • RSS Feed

    Register for the new live eventBrought to you by neptune.ai
    53 min

About ML Platform Podcast

From the publisher's feed

Get behind-the-scenes insights into the world of internal ML platforms and MLOps stack components with Piotr Niedźwiedź and Aurimas Griciūnas in their show, where together with ML platform professionals, they discuss design choices, best practices, and real-world solutions to MLOps challenges.