Skills

Toolkit & approach

What I work with, grouped by area with the work I used it for, how I approach a problem, and how my training turned into real work.

Technical toolkit

Data and AI first, since that's where I'm heading, then the engineering foundations that support them.

How I work through a problem

The same loop shows up across very different problems, from reconciling data to evaluating AI output.

    Learning, applied

    What I studied, paired with where it showed up in fixes, migrations, deployments and documentation.