The Challenge
Most professionals don't lose job opportunities because they're underqualified — they lose them because their CV never makes it past the first filter. ATS systems reject candidates before a human ever reads their application, recruiter attention averages seconds per CV, and the feedback loop for improvement is essentially nonexistent. Job seekers are left guessing: wrong keywords, weak framing, no visibility into why applications go unanswered. The market for CV help exists — but it's either expensive, slow, or generic. A one-size-fits-all template isn't a diagnosis. It's a different kind of guesswork.
Our Approach
We designed and built Dr CV as an end-to-end career platform starting with what no free tool offers: a genuine diagnosis. In 30 seconds, the platform runs automated CV analysis against recruiter-grade parsing logic and ATS keyword scoring — telling candidates exactly where they stand and why. From that diagnosis, the platform generates tailored rewrites and cover letters matched to specific job listings pulled from multiple job boards, ranks opportunities by fit, and prepares candidates for what comes next: mock interviews and salary negotiation preparation built around their target role. A Golang backend handles the performance-critical analysis and job matching pipelines, PostgreSQL manages candidate profiles and job data, and a Next.js frontend delivers an experience fast enough to match the promise of 30-second results.
Outcomes
CV diagnosis delivered in 30 seconds — giving candidates actionable, recruiter-grade feedback at a speed and price point no human service can match
ATS keyword scoring and tailored rewrites directly address the first and most common reason qualified candidates are filtered out before human review
End-to-end job search coverage in a single platform — diagnosis, rewrite, job matching, application, and interview prep — removing the need to stitch together multiple tools
Skill-gap analysis and professional development planning extend the platform's value beyond the job search into long-term career progression
More Engagements
Dex AI