Illustrative example · fictional profile, real scoring rubric
Student portfolio example
Sam, here's what we found
The course planner solves a real problem and has tests, which already puts it ahead of most student repositories. The rest is practice work, and that is fine, but the planner is the one to build up.
This is a fictional example. Run your own username above.
course-planner
The one to lead your resume with. It checks every box a recruiter skims for.
Top repositories
Read like a code review
Strongest languages
Detected stack
Evidence used
Everything above is computed from this. Nothing else.
Based on the public repositories analyzed, a recruiter is likely to infer an early-stage student with real initiative and one project worth discussing in an interview. Documentation and deployment are the visible gaps between this profile and an internship-ready one.
Recruiter visibility
of expected backend signals present · heuristic
Missing: A database, CI, Containerization or deployment
Drafted from the evidence
Written only from the repository evidence. No invented numbers.
Where it lands in the editor
- Built a class scheduling tool with Flask and automated tests, used for real course planning
- Software Engineering Intern, Freshbooks (Summer 2025)
That's the free analysis. The resume takes one more click.
- Complete resume from all projects
- ATS optimization
- Tailoring to a posting
- Cover letter
- Full editor