AI Job Application Workspace for Tailored Resumes, Cover Letters & Job Search
Career Story is an AI-powered job application workspace that turns any job description into a complete, tailored application package. Analyze job postings, build targeted ATS-friendly resumes, draft cover letters, and track applications in one connected pipeline.
Start with the job. Zero commitment required.
Paste any job description to instantly map what recruiters actually want. Extract ATS keywords, mandatory qualifications, and skillset matrices before touching your resume.
Software Engineer (Commercial Insurance Workflows)
AI proposes changes. You decide what gets applied.
Career Story never replaces your career truth with generic LLM buzzwords without your explicit review. Inspect side-by-side diffs for every single bullet.
Built AI-powered full-stack systems spanning React frontends, Python backends, and data pipelines.
Engineered AI-powered full-stack systems, integrating React frontends with Python/FastAPI backends and scalable data pipelines.
Your career history stays yours.
Tailor an application without corrupting the source records you rely on for every future search. Your Master Profile is immutable; your application snapshots branch when needed.
Acme Corp · Senior Full Stack Engineer
Tailored bullets highlighting FastAPI, React, and RAG pipelines. Edits are isolated here.
Microsoft · Software Engineer
Tailored bullets emphasizing cloud architecture and Kubernetes microservices.
Submit with total calm and confidence.
Everything linked. No lost tabs. Experience the satisfaction of closing the loop.
Acme Corp · Senior Full Stack Engineer
Remote · Prepared Application PackageIndependent tools. Zero forced workflows.
Use any tool independently, or combine them when you are ready to pursue a specific role.
Job Description Analyzer
Extract keywords & ATS requirements from any job post.
Launch Tool →
Resume Studio
Build & tailor single-page A4 resumes with live preview.
Launch Tool →
Cover Letter Studio
Generate targeted cover letters with custom tone presets.
Launch Tool →
Applications CRM
Track application stages, dates, and submitted materials.
Launch Tool →Your next application starts with the job.
Bring the job description. Career Story keeps your analysis, application, resume, cover letter, submission, and follow-up connected.