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The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft
What if your data platform could serve AI-native workloads while scaling reliably across your entire organization? In this episode, Benjamin sits down with Ritesh, Staff Engineer at Lyft, to explore how to build a unifie...
About This Episode
The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft is an episode from The Data Engineering Show by The Data Bros. What if your data platform could serve AI-native workloads while scaling reliably ac...
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Episode Details
Published Dec 16, 2025, 25:46 long, audio available.
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Questions About This Episode
What is The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft about?
What if your data platform could serve AI-native workloads while scaling reliably across your entire organization? In this episode, Benjamin sits down with Ritesh, Staff Engineer at Lyft, to explore how to build a unified data stack with Spark, Trino, and ClickHouse, why AI is reshaping infrastructure decisions, and the strategies powering one of the industry's most sophisticated data platforms. Whether you're architecting data systems at scale or integrating AI into your analytics workflow, this conversation delivers actionable insights into reliability, modernization, and the future of data engineering. Tune in to discover how Lyft is balancing open-source investments with cutting-edge AI capabilities to unlock better insights from data.
Where can I listen to The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft?
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Which podcast is The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft from?
The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft is an episode from The Data Engineering Show by The Data Bros.
How long is this episode?
This episode is 25:46 long.
When was this episode published?
This episode was published on Dec 16, 2025.
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Where can I listen to The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft?
You can listen to The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft on this page when the episode audio is available from the podcast feed.
Which podcast is this episode from?
The $100M Problem: How Lyft's Data Platform Prevents ML Failures with Ritesh Varyani at Lyft is from The Data Engineering Show by The Data Bros.
What are the episode details?
Published Dec 16, 2025 and 25:46 long