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Can you name a few optimization algorithms you are familiar with? What's your approach to managing a high-dimensional space with a million variables in optimization? Can you explain the simplex method used in optimization problems?

What specific measures would you take to reduce the financial burden of public transportation on low-income individuals and families?

Could you demonstrate how to code a six-sided die roll simulation and ensure its fairness?

At your present job, how do you cope with your work load?

Can you walk me through the process of determining the bias of a coin?

Describe the assumptions of linear regression, and why they are important to consider when interpreting results?

How did you come up with your most innovative idea?

Could you describe a situation where you felt particularly proud of the customer service you provided?

How do you go about earning trust in a team?

I want to hear about a conflict that you managed.