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Interview

Talkat Scale By The Bay 2018 · 2018-11-15..11-17· [data-engineering, scala]
slides:none on file

Building a reusable streaming pipeline for multiple machine learning applications at Workday, aiming to apply the same pipeline across future projects and reduce duplicated effort. Code uses Scala with heavy reliance on the type system and functional programming patterns to eliminate classes of errors and stay pragmatic while enabling advanced features. Work balances productivity and exploration, leverages 15 years of Scala evolution, and prioritizes learning from experienced practitioners about what actually works in streaming architecture.

AI-written summary · about

  1. 0:00Intro
  2. 0:46Software Architecture
  3. 1:26Functional Programming
  4. 2:09Streaming pipelines
  5. 2:37Scala
  6. 3:19Scale By The Bay
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