02 · Case study
GiZume
Turn GitHub projects into an editable résumé.

The problem
A GitHub profile contains useful evidence, but it is not organized for a hiring conversation. Copying repositories and contributions into a document is slow, and an automatically generated result is rarely ready without editing.
The workflow
GiZume uses the GitHub GraphQL API to collect profile context and turn it into a structured resume draft. The user can edit the content and export a PDF from the same workflow.
The supplied resume records a Next.js implementation, Puppeteer PDF generation, Docker deployment on a VPS, and Git-based deployment triggers. It reports export completion in under ten seconds; that number remains labeled as resume-reported until it is independently benchmarked.
The product decision
Generation should accelerate authorship, not replace it. The useful output is an editable document with clear sections, not a one-click black box that invents a professional story.
What I would improve next
I would make evidence provenance visible beside generated lines and add stronger revision tools so a user can compare an edited claim with its original GitHub source before exporting.