Real-Time Fraud Detection Pipeline

Streaming features, a model under a 50ms budget, and an honest evaluation on heavily imbalanced data.

By DataWicket

The brief

Streaming features, a model under a 50ms budget, and an honest evaluation on heavily imbalanced data. The brief is deliberately incomplete — you make and justify the tradeoffs.

Deliberately ambiguous — you make and justify the tradeoffs. Your work is checked against a held-out evaluation you can't see in advance.

Milestones & mentor checkpoints

How you're graded