ML Interview Compass

Interview prep that respects your time.

ML-focused system design, theory, and coding interview questions with immediate AI feedback to streamline your interview preparation

How ML Interview Compass works

Three steps from question to expert feedback

01

Choose your question

Browse 51 questions across system design, ML theory, and coding — filtered by topic, difficulty, and target company.

02

Write your answer

Answer as you would in a real interview. No multiple choice — your reasoning is what gets evaluated.

03

Get expert AI feedback

Receive scored feedback across depth, systems thinking, and edge cases — with specific gaps and how to fix them.