
These are the tools and practices I work with, grouped by what I actually do with them rather than by a self-assigned score. Every skill below is tagged with the strongest evidence behind it: production experience means it is in a system real people use, practical experience means I have built or investigated with it, working knowledge means I can work in it with support, and currently developing means it is active study rather than delivered work.