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Case studyAIAutomation
Job application helper
Upload a resume and a job posting, get back a keyword gap analysis and a tailored cover letter.
View source on GitHubFastAPIReactTypeScriptClaude API
Disclaimer: all data shown in this demo is synthetic mock data and is not representative of any real person or organization.
// the problem
Tailoring a resume and cover letter to every job posting is repetitive and easy to do badly under time pressure.
// the approach
- –Parse an uploaded resume PDF and either a pasted job description or a fetched posting URL.
- –Run a keyword/skills gap analysis between the resume and the posting with Claude.
- –Generate a tailored cover letter and export it as a formatted document.
// the outcome
A working end-to-end flow from PDF upload to a downloadable, tailored application document.