This is my blog!

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Posts

• Data excellence as a first-class citizen of AI

  Data quality issues are prevalent and invisible, but avoidable if we design for and incentivize data excellence.

  Mar 27, 2021

• Graphical inference

  Our brains are expert pattern finders, so how do we avoid finding patterns that don't exist?

  Mar 1, 2021

• Testing with pytest

  pytest is a widely used Python framework for testing, which is flexible for small and large test suites.

  Apr 12, 2020

• Challenges with simple metrics in machine learning

  Recent papers have found that simple metrics may fuel unwanted outcomes, proposing mitigating actions to take during development and evaluation.

  Mar 7, 2020