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

I also...

• Speak about data science & machine learning in production, and data careers.
• Teach a free email course to help data scientists be more effective.
• Curate content 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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• 小火箭更新订阅教程  ·  What I Did Not Learn About Writing In School
• 26 Jul 2024  ·  Georgia Tech's OMSCS FAQ (based on my experience)
• 23 Jul 2024  ·  How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates
• 19 Jul 2024  ·  Why You Need to Follow Up After Your Data Science Project
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• 21 Jun 2024  ·  How to Set Up a Python Project For Automation and Collaboration
• 07 Jun 2024  ·  What I Love about Scrum for Data Science
• 25 May 2024  ·  A Practical Guide to Maintaining Machine Learning in Production
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• 27 Feb 2024  ·  My Journey: From Psych Grad to Leading Data Science at Lazada
• 13 Jan 2024  ·  Beating the Baseline Recommender with Graph & NLP in Pytorch
• 26 Jan 2024  ·  Data Science and Agile (What works, and what doesn't)

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• 📚 Curated papers & articles on DS & ML applied in production, with results
• 🧪 Workflow for Experimentation with Jupyter, Papermill, MLflow
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• 🐳 Docker Template for Reproducible Data Science Projects
• 🛒 Simple Recsys with Matrix Factorization, Graph, and NLP Techniques
• 🎓 Georgia Tech Online Master's of Science in Computer Science (OMSCS) FAQ