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Create a fraud prevention platform for Mixpanel.

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Data Analyst
Marketer
General
System Design

Consider both technical implementation and analytics aspects. Focus on how to detect unusual patterns in analytics data while minimizing false positives that could affect legitimate users.

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Very hard Difficulty

Very-hard questions are the ultimate test of your expertise and preparation. They demand not just knowledge, but creativity and strategic thinking, often addressing unique or highly technical aspects of your field.

System Design question

System Design questions evaluate your ability to architect complex software solutions. Demonstrate your approach to requirements analysis, component design, scalability considerations, and how you make architectural trade-offs.

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