Cevehat: CV & Job Platform - Mohamed Elhabib

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CEVEHAT: CV & JOB PLATFORM(7) — Saudi CV and job platform where job seekers build their profile as a CV and get AI feedback on it. Sole developer since December 2025.

($ cd ~/projects && ./cevehat)

NAME

Cevehat: CV & Job Platform — Saudi CV and job platform where job seekers build their profile as a CV and get AI feedback on it. Sole developer since December 2025.

SYNOPSIS

Saudi CV and job platform where job seekers build their profile as a CV and get AI feedback on it. Sole developer since December 2025.

DESCRIPTION

Company: Masirat Kum, Riyadh · Role: Sole developer (Django, partly AI-assisted) · Period: Dec 2025 – present · Status: Live

Job seekers build a structured profile that works as their CV and can be found by employers. Includes paid subscription plans and AI analysis that scores a profile and suggests improvements.

TECH STACK

Python Django PostgreSQL Celery OpenAI API AWS S3

ARCHITECTURE

Django with PostgreSQL; background work runs on Celery; uploaded files are stored on AWS S3.

BUGS / CHALLENGES

I took over a live codebase with security vulnerabilities, an unreliable deployment process and open bugs, and had to fix them without taking the platform offline for its users.

EXIT STATUS / OUTCOMES

223 registered users and 28 paid subscriptions. Added AI profile analysis and scoring with the OpenAI API, and moved file storage to AWS S3.