Need an open-source data annotation tool? We've got you covered! (10 Jun 2022)
We put together a list of 48 open-source annotation and labeling tools to support different kinds of machine-learning projects.
How to get the most out of data annotation (02 Jun 2022)
I explain why data labeling and annotation should be seen as a key part of any machine learning workflow, and how you probably don't want to label data only at the beginning of your process.
Why deep learning development in production is (still) broken (01 Mar 2020)
Software engineering best practices have not been brought into the machine learning space, with the side-effect that there is a great deal of technical debt in these code bases.