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MLE Path

Ilya Reznik

Join MLE Path, the podcast that explores what it truly means to grow and thrive as a machine learning engineer. Hosted by an industry veteran with over 14 years of experience—including leadership roles at Adobe, Twitter, and Meta—this podcast brings you candid conversations with senior ML engineers at the forefront of the field. Together, we uncover the skills, strategies, and insights that define... more

PublishesWeeklyEpisodes4Founded9 months ago
Categories
TechnologySelf-ImprovementEducation

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Latest Episodes

In this episode, Valerii Babushkin, Senior Director at BP and former Meta E7, shares insights on career transitions, ML system design, and navigating high-level IC and management roles. He discusses why he moved between IC and leadership positions, t... more

In this episode, we sit down with Ville Tuulos, CEO of Outer Bounds and creator of Metaflow, to discuss why machine learning is so hard—and how to make it easier. Ville shares his journey from training neural networks at 13 to leading ML infrastructu... more

Dr. Kevin S. Van Horn joins the podcast to discuss Bayesian probability, ML optimization, and lessons from his career. He shares insights on NP-hard problems in ML, Bayesian methods, and how to ensure success in ML projects.

Resources & Links:

Kevi... more

Dr. Rebecca Bilbro shares her unique journey through data science and machine learning. We explore the value of blending unusual skill sets, fostering collaboration, and maintaining control in her career.

Rebecca also reflects on her transition from... more

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1. The Daily

How many episodes of MLE Path are there?

MLE Path launched 9 months ago and published 4 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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