From GitHub to a
job-winning CV.
g2scv reads your repos, your LinkedIn, and your old résumés — then writes a tailored, ATS-scored CV for the role you actually want. No generic templates, no LLM fluff.
- Googlev2
- Stripev2
- Linearv2
- Vercelv2
- scanning connected repos
- extracting project candidates
- importing LinkedIn experience
- merging 2 prior CVs (v2, v3)
- re-pitching for: Senior Frontend Engineer
- running ATS scorer
- rendering template · Modern Simple
Three steps. One job-winning CV.
From first login to a polished, role-tailored, ATS-scored CV. No blank page. No fillable templates. Just your work, pitched right.
Connect your sources
Sign in with GitHub and/or paste your LinkedIn URL. Upload any existing CVs.
Tell us the role
Paste a job description. We extract requirements, weights, and keywords — then re-pitch your experience around them.
Generate, edit, export
Tweak any bullet, swap a template, re-score against ATS. Export to PDF.
We don’t list your repos. We read them.
Most résumé tools treat GitHub like a link farm. g2scv uses the repository and profile signals you authorize so project highlights and stack details can land on your CV for the role you target.
- Repo and profile signals from accounts you connect
- Project highlights for role-tailored bullets
- Language and stack signals from your work
- You choose what stays connected
Generated bullet — a quantified, role-tailored line pulled from your repos and profile, rewritten by the retrieval pipeline.
Paste a JD. Get a CV that reads like you wrote it for that role.
We extract the role’s requirements, weight them against your GitHub + LinkedIn signal, and re-pitch bullets toward the keywords recruiters and ATS parsers look for.
Stripe · San Francisco / Remote
Own the next generation of our multi-tenant platform infrastructure. You’ll lead a team of 6 engineers across billing, identity, and the developer SDK.
We’re looking for someone with deep distributed systems experience, a track record of shipping to production at scale, and the communication skills to align cross-functional partners.
Requirements: 8+ years software engineering · 2+ years tech lead · Go / Rust / TypeScript · Postgres, Kafka, AWS · strong written communication.
- Led re-architecture of the multi-tenant auth layer (Go, Postgres) used across production products.
- Owned migration to an event-sourced billing pipeline with zero customer-facing downtime.
- Shipped the team’s first Go-based Kafka consumer for event-driven billing.
- Tech-led a 4-engineer pod through a Postgres migration without customer downtime.
- Authored a multi-source retrieval pipeline merging GitHub, LinkedIn, and uploaded CVs into one role-tailored draft.
LaTeX-rendered templates. One editor.
From ATS-strict to editorial. The active catalog is database-driven. Layouts are LaTeX-rendered and editable in the product editor.
Built for the way engineers actually work.
Six primitives, designed to compose. Most customers use two or three. The best ones use all six.
GitHub that reads like a résumé
Connect GitHub so we can use repository and profile signals when generating your CV. You control what you connect.
LinkedIn, without the copy-paste
Import experience, education, and skills from LinkedIn, then merge them with your GitHub signal so nothing repeats.
Existing CVs, de-duplicated
Upload old résumés. We pull useful bullets, drop noise, and re-pitch them for the role you target.
ATS that knows the role
Paste a job description. We score keyword coverage, section structure, parse-safety, and length — then show what to review before export.
AI that writes the hard parts
RAG generation rewrites bullets into impact-first statements grounded in your connected sources and uploads.
Private by design
Your sources are used to generate your résumé. See Privacy and Terms for how we handle data and deletion.
See how your CV fits the role.
Fix weak spots before you export.
Paste a job description and g2scv scores your CV for role fit — keyword coverage, structure, and parse-ability — then suggests concrete fixes before you export.
- Keyword coverage vs. the job description
- Parse-safety: sections, dates, contacts, links
- Length, density, and bullet-format checks
- Suggestions you can accept or edit before export
- Required role keywords are covered.
- Dates parse in a standard format.
- Consider leading with projects most relevant to this JD.
- Layout avoids tables and multi-column traps.
No filler. Your work, pitched right.
We don’t hand you a blank template. g2scv reads your GitHub, LinkedIn, and existing CVs, then writes a role-tailored, ATS-scored résumé from your actual work.
GitHub
Repository and profile signals from accounts you connect. You control what stays linked.
Experience and skills, imported and de-duplicated against your GitHub signal.
Existing CVs
Upload old résumés (PDF). We parse them and keep the strongest bullets.
Generate a CV on the train.
Update it between meetings.
Generate, edit, and download a CV from the web or native iOS and Android clients. Overleaf WebView and progress notifications are available on mobile when you need them.
- · Led auth re-architecture (Go)
- · Migrated billing to events
- · Shipped rag-engine internals
- · Cut p99 API latency
Free credits to start. Pay when you generate.
Free includes $1 in monthly credits. Plus includes $15. Add-on packs are $5 / $10 / $15 and expire after one month.
- $1 monthly credits
- Active template catalog
- Standard ATS scoring
- GitHub + LinkedIn import
- PDF export
- $15 monthly credits
- Full active template catalog
- Job-tailoring engine
- Advanced ATS scoring + suggestions
- RAG generation
- PDF export
Questions, honestly answered.
We’d rather lose the sale than oversell. If something here is wrong, email support@g2scv.com and we’ll fix it.
How does g2scv differ from a regular résumé builder?
Most builders start from a blank page. g2scv starts from your GitHub, LinkedIn, and existing CVs, then uses AI to merge them into one role-tailored résumé.
Will the AI invent things about me?
Generated content is grounded in sources you connect or upload. Review every bullet before export and edit or remove anything that looks off.
How is my data used?
Sources you connect are used to generate and tailor your résumé. For retention, sharing, and deletion, see Privacy and Terms.
How does ATS scoring work?
We score your CV against the job description for keyword coverage, section structure, parse-safety, and length. You get a score plus a checklist to review before export.
Do you support LaTeX templates?
Yes. Templates are LaTeX-rendered and the active set comes from the product database. PDFs are compiled on the backend.
Do credits expire?
Free and Plus credits reset each month. Add-on packs expire one month after purchase.
Ship your next CV
tailored to the role.
Connect GitHub, paste a job description, and let g2scv do the writing. Start with free credits — no subscription required.