
Product Designer Β· AI-first Coder Β· BSc CS Β· NN/g Certified Β· Metrics-driven
AdverityHow I contributed to bringing a closer-to-code design workflow to life at Adverity, collaborating on setup, getting it from half-built to team-wide, and using it to ship real changes through engineering review to production.
Data engineers were committing changes they couldn't see, leading to errors and lost trust in the tool. I redesigned the workflow to give them clarity before the point of no return. 34% more commits. 15% fewer resets.

36.1% reduction in design task completion time, achieved by building Matillion's ETL design system from scratch: components, patterns, and documentation, while embedding UX practice into how the engineering team worked.

A stakeholder asked for a search bar. I asked why. A month of research prevented the wrong thing from being built and redirected the roadmap toward the real problem. Stakeholder confidence up 12.3%.

October 20, 2025
Every few months this debate resurfaces, usually as a LinkedIn hot take or a quiet anxiety in a design team Slack. After a few years designing with one hand in Figma and the other occasionally in VS Code, I've stopped trying to answer it directly. Because the question isn't really about code. It's about curiosity.
October 19, 2025
I've always found portfolio sites uncomfortable to build. Too polished and they feel like a brochure. Too casual and they undersell the work. So I took the only logical approach: spent several weeks building mine from scratch while simultaneously questioning every decision I've ever made.