How It Works

From GitHub to Career Clarity in 3 Steps

Darwin connects to your existing developer profiles, runs a deep AI analysis, and delivers a personalized career intelligence report — no manual data entry required.

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  1. Connect Your Accounts

    Sign in with GitHub OAuth. Darwin reads your public repositories — commit history, languages, project complexity, and code quality signals. Optionally upload your resume (PDF or DOCX) and paste your LinkedIn URL for a complete 360° profile.

    • GitHub OAuth — no password required
    • Resume upload: PDF or DOCX
    • LinkedIn profile URL (optional)
    • All data encrypted in transit via TLS

  2. AI Analyzes Your Profile

    Darwin's AI engine processes your data across five dimensions: technical depth, project diversity, code quality, resume strength, and career trajectory. It cross-references your skills against real hiring signals from thousands of job descriptions.

    • GitHub repository depth and complexity scoring
    • ATS compatibility check on your resume
    • Skill gap detection vs. target roles
    • Interview readiness assessment
    • Hiring probability score per role

  3. Get Your Career Intelligence Report

    Within minutes, Darwin delivers a full Career Readiness Dashboard: your overall score, skill gaps ranked by impact, a step-by-step learning roadmap, interview preparation guide, and specific actions to increase your hiring probability.

    • Career Readiness Score (0–100)
    • Skill gap analysis with priority ranking
    • Personalized learning path with resources
    • Interview question bank for your target role
    • Resume improvement suggestions

Frequently Asked Questions

Does Darwin store my GitHub code?
No. Darwin reads repository metadata, languages, and commit statistics via the GitHub API. It does not clone or store your source code.
How long does the analysis take?
Most analyses complete in under 2 minutes. Large repositories with extensive commit history may take up to 5 minutes.
What file formats does Darwin accept for resumes?
Darwin accepts PDF and DOCX formats. For best ATS results, use a single-column PDF without tables or graphics.
Is my resume data shared with third parties?
No. Your resume data is used solely to generate your career analysis. Darwin does not sell or share personal data with recruiters or employers without your explicit consent.
Can I re-run the analysis after updating my GitHub?
Yes. You can trigger a fresh analysis at any time from your dashboard. Darwin will reflect your latest repositories and activity.

Ready to see your career score?

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