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Testing ML Pipeline Best Practices to Scale with LakshmiThejaswi Narasannagari

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Manage episode 471682839 series 100094
Content provided by Joe Colantonio. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Joe Colantonio or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

In this episode of the TestGuild Automation Podcast, host Joe Colantonio chats with machine learning engineer Lakshmithejaswi Narasannagari, who boasts over fourteen years of experience working with tech giants like Intuit, Incom, and Poshmark.

Check out App Automate: https://testguild.me/appautomate2

Lakshmi delves into her fascinating career journey from Oracle developer to transitioning into machine learning operations and test automation. The conversation covers best practices for ML pipelines, testing at scale, and how to integrate testing effectively in the AI ML space.

Lakshmi shares insights on understanding machine learning models, navigating various roles within AI and machine learning, and setting up guardrails to ensure model performance and accuracy.

Please tune in to gain valuable knowledge from Lakshmi's expertise and learn how to approach testing in our AI-driven world.

  continue reading

150 episodes

Artwork
iconShare
 
Manage episode 471682839 series 100094
Content provided by Joe Colantonio. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Joe Colantonio or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

In this episode of the TestGuild Automation Podcast, host Joe Colantonio chats with machine learning engineer Lakshmithejaswi Narasannagari, who boasts over fourteen years of experience working with tech giants like Intuit, Incom, and Poshmark.

Check out App Automate: https://testguild.me/appautomate2

Lakshmi delves into her fascinating career journey from Oracle developer to transitioning into machine learning operations and test automation. The conversation covers best practices for ML pipelines, testing at scale, and how to integrate testing effectively in the AI ML space.

Lakshmi shares insights on understanding machine learning models, navigating various roles within AI and machine learning, and setting up guardrails to ensure model performance and accuracy.

Please tune in to gain valuable knowledge from Lakshmi's expertise and learn how to approach testing in our AI-driven world.

  continue reading

150 episodes

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