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Placement readiness

A résumé made of proof

A student picks the role they are aiming at and the work lines up behind it. Everything they finish is judged, certified and attached to a repository, so the résumé is assembled from evidence rather than written from memory.

The gap

What students build, and what the job needs

Not a comment on how anyone teaches. It is what a typical portfolio holds on the day a recruiter opens it, set against what a first role actually asks for.

What students build today

  • A to-do app from a tutorial

    Followed step by step, identical to ten thousand others, with nothing in it the student had to decide.

  • A group project with one real contributor

    Four names on the slide, one name in the commit log, and no way for a reader to tell which.

  • A certificate that proves attendance

    It says a course was completed. It cannot say what was built, or whether it worked.

What the job needs

  • Something wired into an unfamiliar SDK

    Under a deadline, against documentation nobody simplified for them, and working at the end of it.

  • Work an individual can be held to

    Commit by commit, with the reasoning visible, so a reviewer knows exactly who did what.

  • A body of work someone can inspect

    Repositories a recruiter can open, scores they can question, and evidence for every claim on the page.

01 · PICK A ROLE

The target comes first, so the work points somewhere

1

Choose what you are aiming at

Forward-deployed engineer, full-stack, AI integration. The role decides which labs, challenges and hackathons count toward it.

2

Follow a roadmap, not a syllabus

A sequence of real assignments and projects rather than a certificate course. Each step is something built, not something watched.

3

See the gap while there is time to close it

The score moves with results, so a student in second year can tell how far they are from the bar for the role they picked.

Builder Graph@alex · San Francisco
Builder score
0
Newcomer
Next tier+23 to promote

Builder

0250

Hackathons

4

Wins

0

Streak

2w

The graph

Breakdown

  • Velocity0
  • Craft0
  • Range0
  • Collaboration0

02 · BUILD THE RECORD

Every finished piece leaves something a stranger can verify

1

A certificate with the evidence behind it

Not a participation slip. It points at the judged work, the criteria it was scored against, and the rank it earned.

2

The code stays attached

Every line of the résumé links to the repository it came from, so a recruiter reads the work instead of taking the claim.

3

One profile, four years

Labs from second year and hackathons from final year land in the same place, so nothing is reconstructed in placement season.

AI Judge
Report

Judging Score

0/ 100

Judging Criteria

Technical

28/30

Innovation

24/25

Track Fit

25/25

Execution

15/20

Impact

22/25

Gold
Loops House
Certified

Claude × Loops

Gold Certified Builder

This certificate recognizes outstanding achievement in building and shipping high-quality projects.

1
Streaming chat agent
2
Tool-use planner
3
Eval harness
4
RAG over docs
Capstone

03 · HAND IT OVER

A shortlist the office does not have to personally vouch for

1

Ranked on what they built

The overall builder score orders a cohort on judged, cited work rather than on aggregate marks or on who interviews confidently.

2

Every name carries its evidence

Hand it over without vouching for it personally: the repos, the scores and the reasoning travel with the list.

3

Exportable, like everything else

The same workbook export the department uses for evaluation carries the shortlist to whoever needs it next.

Live leaderboardPlacement Shortlist · CSE 2027
1kaizen2360
2shipfast2230
3nova_dev2015
4rin1960
5byteforge1720
6mochi1580
7delta_x1370