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List out some optimization algorithms you're aware of. How do you handle a million variables in optimization? How does simplex works?

Outline the process you would use to create a photo app that features an infinite scrolling carousel.

Can you discuss the meaning of training and loss graphs in relation to neural networks? How do different loss functions alter the shape of the loss graph, and what are some commonly employed ones? How do the training and loss graphs differ, and how do they aid in optimizing and maximizing model performance?

How do you handle dot product calculations when dealing with sparse matrices?

Can you recall a time when a company’s customer service failed to meet your needs? How could they have done better?

Build a real-time anomaly detection system for large-scale metrics.

Can you think of a time when your efforts to coach an individual were met with resistance? How did you handle it?

How do you maintain productivity and manage your workload in your current organization?

How do you make sure that your employees are achieving their goals?

Can you describe a time when you had to lead a team through a reorganization and how you managed it. What were some of your key learnings from the experience?