Client-side semantic-style search

Search by problem, skill or system.

Enter a term or short question to explore related projects, articles, experience and systems across the portfolio.

Press/orCtrl K

How it works

Fast portfolio search without a server or external API.

The system uses weighted metadata, bilingual synonyms and indexed page content to rank results directly in the browser.

Titles, topics, keywords and page content receive different weights so results are not ranked by raw word count.

English and Vietnamese concepts are connected, including tracking/đo lường, fragrance/nước hoa and automation/tự động hóa.

Search runs in your browser from a small JSON index. No query is sent to a server or third-party API.