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eugeneyan/README.md

👋 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...

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

📝 Recent Writing

View the archives (140 posts) @ eugeneyan.com.


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Popular repositories

  1. 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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  2. 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

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

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  4. 📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.

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

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  6. 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

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605 contributions in the last year

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Contribution activity

April 2022

Opened 1 pull request in 1 repository
eugeneyan/applied-ml 1 merged
4 contributions in private repositories Apr 11

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