1. EachPod

AI, Algorithms & more with Tylynn Pettry of Chalice

Author
Corey Ferengul, Joe Zawadzki
Published
Wed 16 Jul 2025
Episode Link
https://share.transistor.fm/s/629d0531


What really goes into building a custom algorithm? Tylynn Pettrey, VP of Data Science at Chalice, joins us to unpack how marketers are shifting from out-of-the-box algos to precision-built decision engines.

We cover:
 ✅ The path to becoming a VP of Data Science (spoiler: it's rarely linear)
 ✅ How Chalice builds reusable AI microservices
 ✅ When to use platform algorithms vs. custom models
 ✅ The rise of containerized RTB and sell-side decisioning
 ✅ Why inclusion/exclusion lists might be killing your scale
 ✅ And yes... a horror story involving hallucinated LLM sales personas

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