🔖 Key themes and curated posts

New here? These are some topics I write & speak about. Or navigate via tags or search.

Machine Learning Systems

Exploring ML systems in industry and how they're implemented.

Machine Learning Techniques

Surveys on machine learning methods.

Machine Learning in Production

Thoughts and practices on putting ML into production.

Data Science Mechanisms

Thoughts on what an effective data science process should look like.


Especially in the context of a career in tech and data.

Learning & Career

Practices that worked well for me and general advice.


Random philosophical ideas and thoughts.

Summaries & Notes

Summaries and permanent notes, tidied up for public consumption.

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