Welcome to your interview.
The question is on your right: ROC, AUC, and Regression Concepts. Take a moment with it first.
Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.
Explain the difference between ROC and AUC, how multicollinearity affects regression, and how you would approach regression model evaluation.