SELECT * FROM work WHERE field = 'fashion × ai'  ·  now training taste  ·  est 2026  ·  SELECT * FROM work WHERE field = 'fashion × ai'  ·  now training taste  ·  est 2026  ·  
House of Sof rack
SELECT taste FROM archive WHERE survives_trend = true;
● REC · EST 2026
House.
of Sof
// where a data engineer's obsession with archival fashion gets built into software.
$ query → SELECT * FROM archive ORDER BY taste DESC
Open the archive →
// selected work
Fashion, engineered.
04 projects
01project shot →
Taste Search
semantic search · fastapi · pgvector

Search a fashion archive the way you actually think — by role, tension, and whether a piece survives its trend. Natural language in, taste out.

02project shot →
The Classifier
vision model · era + silhouette

A model that reads a garment photo and tags era, silhouette, and vibe — turning a messy resale feed into a structured, queryable archive.

03project shot →
Survives-Trend
forecast · longevity score

Scores whether a piece is a passing microtrend or a keeper — a bet on longevity, trained on decades of what actually lasted.

04project shot →
Girl Math
playground · cost-per-wear

The fun one. A cost-per-wear calculator that does the mental gymnastics for you and, somehow, always says buy it.

// the thesis
Taste is a
data problem.
House of Sof is a studio for fashion-tech experiments — resale, archival, and AI — built at the intersection of a data engineering background and a genuine obsession with clothes that carry history.
// get on the list
First to the
next build.