The sample report

What Gapl writes back for one resume, read for one role at one tier. A sample, not a real candidate; yours will be about your resume.

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SDE Intern · Product StartupSample

Reject

Strong academics but missing deployed projects. Resume lacks evidence of real-world impact — no production systems, no GitHub contributions with meaningful stars, no backend depth.

What caught the eye
IIT/NIT academic foundation — recognized tier
What sank it
Zero deployed projects visible in resume
What would change it
One end-to-end deployed SaaS or API with documented impact (users, requests, uptime) would flip this to a shortlist.
Readiness
65
out of 100
ATS score
68
keywords and format
Recruiter confidence
72%

An AI estimate. The reasons above are what it rests on.

Where the readiness comes from

65/100 overall
  • Skill match

    78/100

    Core DSA and React present; no backend framework listed

  • Project complexity

    70/100

    Two coursework CRUD apps, no auth or payments

  • Deployment evidence

    42/100

    Zero deployed projects visible in resume

  • Team collaboration

    70/100

    One hackathon team; no open-source PRs

Career gaps

Ranked by impact on shortlisting
  1. Critical

    Backend Development

    Expense Tracking SaaS

    Takes 3 wks

    65 → 78

  2. High

    Deployment & DevOps

    Deploy any project on Railway/Render

    Takes 1 wk

    65 → 69

  3. High

    System Design

    Design a URL Shortener

    Takes 1 wk

    65 → 72

What to build, in order

Readiness values are illustrative
  1. Week 1

    Deploy any project on Railway/Render

    Closes the Deployment & DevOps gap

    Readiness 69
  2. Week 2

    Design a URL Shortener

    Closes the System Design gap

    Readiness 72
  3. Weeks 3–5

    Expense Tracking SaaS

    Closes the Backend Development gap

    Readiness 78

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