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