Work 02Full stack, CV parsing, bilingual

Madaric

A bilingual career profile for the Saudi market, read three ways: opportunity matching, CV strength and market intelligence.

Role
Solo build.
When
Jun 2026 to present
Madaric on a laptop: the CV scorer preview
  • 23Programs in the matching directory
  • 11Real CVs used for calibration
  • 241CV uploads by August 2026

The idea

Everything works from one profile. CV analysis, program matching and market intelligence stay consistent because they all read the same data.

What I built

I built it on my own, from CV parsing and ranking to the bilingual interface.

  1. CV parsing in the browser, with hard-constraint eligibility gating.
  2. Weighted sector-and-skill ranking over a 23-program directory, calibrated on 11 real CVs.
  3. An ATS score that shows its reasons: a real text layer, a single-column layout, standard headings, readable dates and contact details.
  4. English and Arabic throughout.

How it is measured

I track the whole funnel with an event pipeline into Postgres and a live dashboard. By August 2026 it had recorded 1,527 page views, 241 CV uploads and 363 apply clicks. Every change to the matcher is checked again against the calibration set.

Stack

Field
Full stack, CV parsing, bilingual
Stack
  • Full-Stack
  • CV Parsing
  • Bilingual EN/AR
  • Live Product
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