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eugeneyan/README.md

πŸ‘‹ Hi, I'm Eugene Yan

I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm an Applied Scientist at Amazon helping users read more, and get more out of reading. Outside of work, I also...

  • πŸ“ Write & speak about effective data science, data/ML systems, and career growth.
  • 🧠 Teach a free email course to help data scientists be more effective.
  • πŸ“Œ Curate papers, guides, and interviews on how to apply machine learning.
  • πŸ“¬ Send a newsletter about data science, learning, and career.
  • 🌱 I'm learning: Bandits & counterfactual evaluation, design patterns, and Julia.
  • πŸ˜… Fun fact: I don't use the QWERTY keyboard (I use Dvorak instead).

πŸ“ Recent Writing

View the archives (145 posts) @ eugeneyan.com.


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  3. πŸ“„ Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

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  4. πŸ” Minimal examples of machine learning tests for implementation, behaviour, and performance.

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  5. πŸ“Œ Papers, guides, and mentor interviews on applying machine learning for ApplyingML.comβ€”the ghost knowledge of machine learning.

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  6. πŸ§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

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513 contributions in the last year

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June 2022

eugeneyan has no activity yet for this period.