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The Joe Reis Show
Ilya Reznik - How to Lead New and Existing ML Teams and More
Oct 1, 2024
Ilya Reznik, an experienced leader in machine learning with a rich background at Adobe, Twitter, and Meta, shares his insights on building effective ML teams. He discusses the challenges of hiring in unfamiliar tech environments and the importance of robust data pipelines. The conversation also touches on the rapid adoption of large language models across industries and the complexities of AI implementation. Ilya highlights the need for innovative thinking and transparency in evaluating machine learning practices while fostering community engagement in Utah's tech scene.
01:03:06
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Quick takeaways
- Ilya Reznik underscores the importance of building a focused ML team with strong product sense and robust data to drive significant outcomes.
- The podcast highlights the evolving job market in machine learning, emphasizing the need for specialized skills and understanding of data pipelines.
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Navigating the Impact of COVID-19
The conversation highlights personal experiences with COVID-19, including the challenges of recording while feeling under the weather and the decision-making surrounding health and safety. One speaker shares their humorous take on the absurdity of avoiding illness despite constant exposure to many people due to their job. The discussion further touches on the debilitating effects of vaccines that some people regularly experience, juxtaposed against the mildness of their COVID symptoms. This candid exchange portrays a humorous yet serious exploration of the complexities of living and working during a pandemic.
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Discover
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Listen to the best highlights from the podcasts you love and dive into the full episode