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02 · Case study

GiZume

Turn GitHub projects into an editable résumé.

GiZume resume builder with editing controls beside a clean resume preview.
EvidenceLive product and supplied resume
Last verifiedJul 30, 2026
RoleFull-stack Engineer
Stack
Next.jsGitHub GraphQLPuppeteerDocker

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.