Describe a project you’re most proud of

Walk through the project you are proudest of using the STAR framework. State the precise goal and success metrics at the start; include numbers for at least two results (such as latency, revenue, accuracy, or cost). Which trade-off was the most difficult, what other option did you turn down and why, and what major failure did you reduce the risk of? Lastly, what would you do differently with three more months and a 20% smaller budget? Overview: This question assesses project leadership, impact measurement, decision-making under constraints, and risk mitigation competencies for a data scientist by asking for clear goals, quantified results, trade-off reasoning, and failure risk reduction.