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Six portfolios, one obsession

I have rebuilt my portfolio six times. This site is version six, and one version taught itself which phrases to highlight.

Year
2021–26
Role
Solo
Status
Live
Context
Lab
Web · NLP · Architecture2021–26

Results

  • 6

    versions shipped

    2021 to today

Every rebuild was less about a new stack and more about how it is built: the content model, the architecture, how fast it is to change. Perfectionism, honestly, but each version taught me something the previous one couldn’t.

One version used NLTK to detect the key phrases in every paragraph and highlight them automatically, so a recruiter skimming the page still catches the important parts.

Version six, this site, keeps every word in validated JSON files, so nothing on it can ship broken and every number can point to its source.