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.
SDE Intern · Product StartupSample
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
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
- Critical
Backend Development
Expense Tracking SaaS
Takes 3 wks
65 → 78
- High
Deployment & DevOps
Deploy any project on Railway/Render
Takes 1 wk
65 → 69
- High
System Design
Design a URL Shortener
Takes 1 wk
65 → 72
What to build, in order
- Week 1Readiness 69
Deploy any project on Railway/Render
Closes the Deployment & DevOps gap
- Week 2Readiness 72
Design a URL Shortener
Closes the System Design gap
- Weeks 3–5Readiness 78
Expense Tracking SaaS
Closes the Backend Development gap
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