TalentMap — AI recruitment for the Moroccan job market

talentmaponline.org matches candidates to job openings via AI-assisted CV analysis — candidates build and score CVs, coordinators post jobs and match talent, admins oversee the platform.

Three roles, one platform

Who TalentMap Is Built For

Candidate

Code: Moroccan CIN shape (e.g. AB1234)

Dashboard: /candidate — CV, score, matches

Coordinator

Code: NOMCOR#### — created by admin

Dashboard: /coordinator — jobs, CVs, matching

Admin

Code: ADMIN001

Dashboard: /admin — users, platform stats

Candidate journey

Building a Job-Ready CV

Start

Upload an existing CV or build one from scratch, in French, Arabic or English.

AI Enhance

Extracts experience, rewrites the summary and bullets, suggests skills — tuned for the Moroccan job market.

Design

Picks from 100 templates — 10 layouts × 10 color palettes. Arabic renders fully right-to-left.

Match & Apply

AI scores the CV against open coordinator job posts and applies in one click.

The CV engine

100 Templates — 10 Layouts × 10 Palettes

Every template id is generated from the same layout/palette grid — not hand-built one by one — so new color options or layouts drop in without touching the others.

Native Arabic RTL

Logical CSS properties — no mirrored code paths, no layout forked per language.

Moroccan-market fields

Diploma level Bac → Bac+8, availability, mobility, driving licence — each optional, hidden when blank.

Junior mode

Fresh graduates get education placed before experience, automatically.

Trilingual sections

fr / ar / en section labels, independent of the app's own UI language.

Running the program

Coordinator & Admin Tools

Coordinator

•Post and manage job openings
•Review the full candidate CV pool
•AI-scored candidate-to-job matching
•Track applications through the pipeline

Admin

•User & coordinator account management
•Platform-wide usage statistics
•Candidate directory oversight
•Role & access control

Technology

Built Lean, On Purpose

Framework

Next.js 16, App Router, TypeScript

Styling

CSS custom properties & inline styles — zero UI libraries

Data

Upstash Redis — serverless key-value store

AI matching

Free-tier provider cascade behind one proxy endpoint

Hosting

Vercel, with Vercel Analytics

Typography

Inter — primary typeface across the whole app

Where things stand

Shipped

100-template CV engine with Arabic RTL
Free, instant CV Health Score (0–100)
AI-scored candidate-to-job matching
Coordinator job posting & candidate pool
Consolidated AI agent prompt, one source of truth
JSON-mode consistency across the AI provider cascade