All work
Case study
AI Resume Builder
A guided resume tool that rewrites experience into role-specific, ATS-safe language and exports pixel-accurate PDFs.
ReactTypeScriptAI API
- Client
- Career coaching startup
- Industry
- SaaS
- Timeline
- 4 weeks
- Our role
- Product design, frontend, AI integration
The challenge
Users wrote vague bullet points and their resumes were being filtered out by applicant tracking systems before a human ever read them.
Our approach
- 1Built a structured editor so content stays machine-parsable regardless of template.
- 2Used a streaming AI pass to rewrite bullets against a pasted job description.
- 3Scored each resume for ATS compatibility with concrete, actionable fixes.
- 4Engineered PDF export so the download matches the on-screen preview exactly.
What we built
- Job-description-aware bullet rewriting
- Live ATS score with specific improvement hints
- Multiple ATS-safe templates
- Pixel-accurate PDF export
- Version history for each tailored application
The outcomes
3.4x
More interview callbacks
8 min
Average time to a finished resume
92%
Average ATS score
20k+
Resumes generated
Image gallery
“Our users stopped guessing. The ATS score turned a vague process into something they could actually improve.”
