A pragmatic rebuild of my portfolio — built for recruiters, respected by engineers, and maintainable for a solo dev. This post explains the problems I saw, the golden technical decisions I made, constraints I worked under, measurable results, and lessons learned.

After migrating several data products to Databricks Unity Catalog. Here are my key findings of things I wished I had known that would have had eased the migration process.