FairApply — fairapply.app

• ✓Two products on one data layer — FairApply is built entirely on the FairJobs API.
• ✓AI-generated CVs and motivation letters per vacancy, not generic templates.
• ✓Payments and email built to production standards (webhook-verified Mollie, Brevo deliverability).

Founder and sole engineer — product, AI flows, payments and email.

Applying to jobs is repetitive and slow — rewriting your CV and a motivation letter for every role. I wanted a product that does that heavy lifting with AI, on top of live vacancies — and, as a real business, it had to handle payments and transactional email properly.

A React app backed by ~15 Supabase Edge Functions: Claude parses an uploaded CV, improves it, and generates tailored motivation letters and resumes per vacancy (pulled from the FairJobs API), with Mollie payments and Brevo email wired end to end.

• Upload a CV → Claude parses and improves it → generates a tailored motivation letter per vacancy — all inside Deno Edge Functions.
• Payments run through Mollie with a verified webhook round-trip; the server confirms payment before anything unlocks.
• Email, referrals and status notifications are all handled server-side, keeping deliverability out of the DIY danger zone.