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Keita Broadwater Interview

Talkat Scale By the Bay 2017 · 2017-11-16..11-18· [iot, machine-learning]
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Describes building a pipeline that glues sensors, messaging systems and Spark to get usable inputs and repeatedly hits roadblocks around cleaning gigabyte-scale, diverse datasets with important corner cases. Reports a concrete migration: most code and workflows currently in Python and PySpark while ongoing work rewrites core pieces into Scala to gain functional-style, Spark-efficient code, and highlights the need to formalize onboarding procedures for new clients and integration tests.

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