Skip to main content

← All case studies

In development

CVForge: CV builder and analysis

A CV SaaS for building, storing, analysing, and exporting CVs, with Stripe subscriptions and background processing.

Status
In development
Category
Platform
Stack
Astro · Vue · TypeScript
Client
CVForge
CVForge CV builder

Business problem

Technical candidates needed more than a static template: a library of CVs, structured analysis, and export, with a paid product around it.

What needed to happen

CodeForge product. The backend is not live, so this is shown as in development, not as a launched or production site. LLM providers were used for analysis and suggestions; builder, library, auth, and billing are substantial non-LLM engineering.

What I built

Users build or upload CVs, keep a library, run ATS-oriented analysis, generate cover letters, and export PDF or DOCX. Supabase handles auth; Celery handles heavy jobs; Stripe handles plans.

How it works

A built CV product with builder, library, billing, and background jobs. Shown as a secondary case of what was technically built. No View Live Site while the backend is off.

Technical detail

  • Astro, Vue, TypeScript frontend
  • FastAPI, Celery, Redis, PostgreSQL backend
  • Supabase authentication
  • Stripe subscriptions and one-time payments

What shipped

  • CV builder and library
  • Structured analysis and export
  • Cover letter generation
  • Subscription billing

Technology

  • Astro
  • Vue
  • TypeScript
  • FastAPI
  • PostgreSQL
  • Celery
  • Redis
  • Supabase
  • Stripe

Discuss a similar project

Short enquiry first. A full brief is available if you already have the detail.

Discuss Your Project