Setting up a dbt project the right way ensures maintainability, scalability, and efficiency. Learn how Bumble uses dbt to reduce tech debt and lay the foundation not only for analytics, but also for machine learning and data products.
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Phillip Beattie is a Lead Analytics Engineer and data modernization expert at Bumble, where he leads large-scale modernization across cloud, analytics, AI, and ML ecosystems. He previously drove data innovation at tech unicorns Personio and Vestiaire Collective, specializing in future-proof data platforms, scaling governance, and fostering self-serve analytics. He is passionate about turning data into business value through decision-making, AI, systems, and automation.
Bio from: dbt Coalesce 2025
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Setting up a dbt project the right way ensures maintainability, scalability, and efficiency. Learn how Bumble uses dbt to reduce tech debt and lay the foundation not only for analytics, but also for machine learning and data products.