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Learning, Building, Writing
👨‍💻
Learning, Building, Writing

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@datasciencesg
eugeneyan/README.md

👋 Hi, I'm Eugene Yan

I work at the intersection of consumer data & tech to build ML systems to help customers, and write about how to be more effective in data science, learning, and career.

  • 👨🏻‍💻 I'm an Applied Scientist at Amazon helping users read more, and get more out of books.
  • 📝 I write about effective data science, learning, and career to help teams and individuals.
  • 🎤 I speak about data science & machine learning in production, and data careers.
  • 📬 I 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 & articles of companies sharing their work on applied data science & machine learning.

    1.9k 208

  2. 📋 Survey papers summarizing advances in machine learning.

    46 2

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

    Jupyter Notebook 20 3

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

    Python 21 5

  5. Sample repository demonstrating how to use FastAPI to serve HTML web apps.

    Python 13

  6. Code for simple recsys via matrix factorization (part 1), and nlp and graph techniques (part 2).

    Python 4 1

1,151 contributions in the last year

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