👋 Hi, I'm Eugene Yan

I work at the intersection of consumer data & machine learning to build ML systems that help people. Currently an Applied Scientist at Amazon helping users read more. I also...

• Write & speak on effective data science, machine learning in production, and career.
• Teach a free email course to help data scientists be more effective.
• Curate papers on DS and ML applied in production, with methodology and results.
• Send a weekly newsletter about effective data science, learning, and career.

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• 25 Oct 2020  ·  An Overview of Data Discovery Platforms and Open Source Solutions
• 21 Oct 2020  ·  Why I switched from Netlify back to GitHub Pages
• 18 Oct 2020  ·  Why Have a Data Science Portfolio and What It Shows
• 14 Oct 2020  ·  How to Install Google Scalable Nearest Neighbors (ScaNN) on Mac
• 11 Oct 2020  ·  How Prototyping Can Help You to Get Buy-In

• 09 Aug 2020  ·  Unpopular Opinion - Data Scientists Should Be More End-to-End
• 05 Apr 2020  ·  Stop Taking Regular Notes; Use a Zettelkasten Instead
• 27 Feb 2020  ·  My Journey: From Psych Grad to Leading Data Science at Lazada
• 26 Jan 2019  ·  Data Science and Agile (What works, and what doesn't)

• 23 Aug 2020  ·  Embrace Beginner's Mind; Avoid The Wrong Way To Be An Expert
• 09 Jul 2020  ·  The 85% Rule - When Giving It Your 100% Gets You Less than 85%

View all writing (87 and counting...)

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• 📚 applied-ml: Papers on real-world machine learning
• 📋 ml-surveys: Papers summarizing machine learning advances
• 🐍 python-collab-template: Template with tests, type checks, linting, etc.
• 🔍 testing-ml: Example tests for machine learning systems
• 🧪 papermill-mlflow: Experimentation workflow for machine learning
• 🐳 poc-docker-template: Docker template for reproducibility
• 🛒 recsys-nlp-graph: Simple Recsys and experiment results
• 🎓 FAQ: Georgia Tech Online Master's of Science in Computer Science