All challenges
LS

Loopstack

Data

Build a churn prediction model on 90 days of SaaS data

Deliver a reproducible notebook plus a short memo on top drivers of churn and recommended interventions.

The brief

You'll receive a scoped dataset and a written prompt from the Loopstack team. Deliverables are due within 21 days. Top three submissions receive cash and priority interview slots.

Deliverables

  • A written summary of your approach (max 500 words)
  • Working artifact: repo, Figma, notebook, or deck
  • A 2-minute Loom walkthrough

Judging rubric

Impact40%
Craft30%
Clarity20%
Originality10%