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Eoin Mahony
Data science partner at Lightspeed and former Uber science lead. Co-designed the system that kept NYC’s Citi Bikes available across the city.
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Apr 24, 2025
• 54min
Episode 15: Why Good Metrics Still Lead to Bad Decisions — and How to Fix It
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Eoin Mahony, data science partner at Lightspeed and former Uber science lead, shares his insights on effective metrics. He argues that metrics can mislead if their underlying mechanisms aren’t understood, a lesson he learned while optimizing NYC's Citi Bikes. Eoin discusses the pitfalls of relying too heavily on simplistic data and emphasizes the need for rigorous analysis in data-driven decision-making. He also dives into how generative AI can improve workflows while navigating the hype surrounding tech adoption, blending practical advice with real-world examples.
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