ApplyFast is an end-to-end automation suite that takes the busywork out of job hunting. It scrapes fresh listings, generates tailored cover letters with OpenAI, and keeps every application organised from a single control centre.

The backend leans on Python and Selenium bots to pull roles from job boards, attempt quick-apply flows, and persist everything to JSON for downstream automation. A family of OpenAI helper modules craft bespoke cover letters, while a single orchestration script keeps scraping, generation, and data hygiene humming together.

On the frontend, a React + TypeScript dashboard surfaces leads, statuses, and generated letters. It is wired for hot reloading during development and ready for future styling passes, exports, and workflow extensions.

Roll Selenium scrapers out to additional job boards beyond Indeed and Adzuna.
Stand up automated tests for the Python orchestration pipeline and React dashboard.
Launch hosted deployment with team workspaces and shared application tracking.

If you would like to follow along or contribute data sources, feel free to reach out on LinkedIn or explore the code as it lands on GitHub.