Your question is Walk Through a Data Science Project. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Tell me about a time you walked through one of your past data science projects in detail, including how you defined the problem, chose evaluation metrics, handled tradeoffs, and communicated results to stakeholders.
We are looking for a specific project where your decisions materially shaped the analysis or outcome. Explain how you navigated ambiguity, balanced technical rigor with practical constraints, adapted your communication to the audience, and took ownership of the result. A strong response should be structured, concrete, and candid about limitations or decisions you would revisit.