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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 & machine learning.

  • 👨🏻‍💻 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 teach a free email course to help data scientists be more effective.
  • 🗂 I curate applied-ml, a collection of papers & articles on ML applied in production.
  • ⌨️ 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. Curated papers, articles & videos on data science & machine learning applied in production, with results.

    687 74

  2. Simple data science experimentation with jupyter, papermill, mlflow

    Jupyter Notebook 14 1

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

    Python 11 3

  4. Simple template showing how to set up docker for reproducible data science with Jupyter notebooks

    Jupyter Notebook 3

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

    Python 2 1

  6. Repository for deep reinforcement learning with OpenAI

    Python 2 1

954 contributions in the last year

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Contribution activity

July 2020

92 contributions in private repositories Jul 1 – Jul 24

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