Work archive
Case studies and field notes from recent systems work.
Current AI and software development work at NODA Intelligent Systems in Sweden.
A mobile product authentication app built in Expo with barcode scanning and real-time verification.
An internal automation pipeline using Puppeteer, MongoDB, React, and Google Sheets API.
Why prompt-driven products need structure, defaults, and clear operating logic once they move past experimentation.
On hierarchy, restraint, and the point where visual ambition starts making software harder to read.
On moving quickly without leaving behind tools, interfaces, and systems that become expensive to touch a week later.
A note on repetitive work, hidden operational drag, and why good automation changes the pace of a team as much as the minutes on a stopwatch.
On portfolio reading behavior, fast judgment, and why layout has to earn attention before explanation begins.