Resume and Job Description Matcher

Matching CVs to roles is a genuinely useful task and an ethically loaded one. Building it well means producing explanations rather than a score, and thinking about what the system must never do — which makes it a better learning project than its difficulty suggests.

Who uses it: A candidate checking where their CV is weak against a specific role, before applying.