mediumBehavioral

An AI system you shipped

Choose an AI project you can explain end to end—from the user problem and system design to evaluation, production tradeoffs, and results.

1. Pick one storyUse a real example with meaningful stakes.

2. Tell it in 2 minutesSpend most of the time on your decisions and actions.

3. Reuse itChange the emphasis instead of inventing another story.

Build this story

Choose an AI project you can explain end to end—from the user problem and system design to evaluation, production tradeoffs, and results.

Context

What was happening, who was the customer or user, and why did the problem matter?

What were you personally responsible for? Separate your decisions from the team’s work.

Which options did you consider, what trade-offs did you make, and why?

What changed? Use metrics, customer behavior, reliability, revenue, time saved, or adoption.

What went wrong, changed, or created disagreement—and how did you respond?

What would you do differently now, and what did the experience teach you?

Your two-minute version

Keep context short. Spend most of the answer on your decisions, the difficult moment, and evidence of the result.