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Learning, Building, Writing
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Learning, Building, Writing

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eugeneyan/README.md

👋 Hi, I'm Eugene Yan

I work at the intersection of consumer data & tech to build machine learning systems to help customers. Currently an Applied Scientist at Amazon helping users read more, and get more out of reading. I also...

  • 📝 Write about effective data science, learning, and career to help teams and individuals.
  • 🎤 Speak about data science & machine learning in production, and data careers.
  • 📬 Teach a free email course to help data scientists be more effective.
  • 😅 Fun fact: I don't use the QWERTY keyboard (I use Dvorak instead).

📝 Recent Writing

View the archives at eugeneyan.com/writing.


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Pinned

  1. 📚 Papers of companies sharing their work on applied data science & machine learning.

    3.1k 367

  2. 📋 Survey papers summarizing advances in machine learning.

    334 26

  3. 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

    Python 25 6

  4. 🧪 Simple data science experimentation with jupyter, papermill, mlflow.

    Jupyter Notebook 24 5

  5. 🚦Minimal examples of machine learning tests for implementation, behaviour, and performance.

    Python 16 1

  6. 🛒 Simple recommender with matrix factorization, graph, and NLP.

    Python 5 3

1,296 contributions in the last year

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