Job Application Autopilot

Semi automated agent that helps apply to job offers in a targeted way, with human approval required before anything is sent. It aggregates offers from public APIs (France Travail, Adzuna, Jooble, La Bonne Alternance and others), deduplicates them and scores them against the candidate profile through a cascade of filters, deterministic signals and an LLM judge. For each selected offer it generates a tailored CV and cover letter with a check against invented facts, prefills the application form and then stops until a signed, single use approval is given. The project also includes application tracking, an email digest, classification of recruiter replies, follow ups and a web dashboard.