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How do you develop a binary search algorithm and detail its computational complexity? Is there a way to improve its performance?

Can you identify several optimization algorithms you have come across in your experience? How do you approach optimization when faced with a dataset containing a million variables? How is the simplex method applied to find solutions to optimization problems?

How do you tackle the issue of high cardinality within categorical data fields?

In the event of a 15% decrease in the number of notifications being sent, what would be your plan of action?

Could you give me an example of how you would write a function that can accurately identify which words in a list are anagrams of other words in that same list?

Have you ever had to convince someone of an idea? How did you do it?

What patterns have you observed in rider requests, and what do you think is causing them?

Would you mind telling me what you know about Atlassian?

What is the purpose of attention mechanisms in neural networks, and how do they work?

Walk me through the steps you take to estimate a customer's long-term value to a business.