Deliberate Machine Learning

You only need 2 Design Patterns to improve the quality of your code in a data science project

CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops

You Only Need These 3 Data Roles in a Data-Driven Enterprise

Clean Architecture in Data Science (Part 1)

How can a Data Scientist refactor Jupyter notebooks towards production-quality code?

Slides for my talk at PyData London 2022

[Interesting content] InstructGPT, RLHF and SFT

Async Python for Data Scientists

Data Science code quality hierarchy of needs