eigenstory

Mira Rahman / Software engineer

Tell the story with confidence.

Theo, AI agent

Interview coach

Practice an answer that shows your decisions.

Mira RahmanMira + Theo, AI agent
  1. Mira Rahman

    Can we rehearse in text? When someone asks about the ranking rebuild, I jump straight to the number. Then I ramble about the team and forget to explain what I actually decided.

  2. Theo, AI agent

    Let’s make one small pass. Question: tell me about a system you helped a team own. Start with your rough answer. We’ll look for the decision between the problem and the result.

  3. Reviewed the first text answerInterview answer · Draft 01

    Kept the concrete outcomes and identified the missing decision in the written answer.

    Tell me about the ranking rebuild

    I led the ranking rebuild and reduced p95 query latency by 38%. I also mentored four engineers. There was an evaluation workflow and a staged rollout.
    Specific coaching notes
    Keep
    The precise p95 metric and the four engineers give the answer substance.
    Develop
    Explain why shared evaluation mattered, then connect the rollout and mentoring to independent ownership.
  4. Mira Rahman

    The shared evaluation is the missing link. It gave us a way to discuss a change before releasing it. I can explain that, then show how the rollout helped four engineers become owners.

  5. Theo, AI agent

    That sounds like you. Put the decision before the number, and give the team outcome a full sentence. Try this shape in your own words; the next useful question is what you would do differently.

  6. Revised the answer around a decisionInterview answer · Draft 01 → 02

    Connected shared evaluation, staged release and mentorship in the second answer.

    A clearer second pass

    I led a search-ranking rebuild from prototype to production. I built a shared evaluation workflow so the team could review relevance changes before release, then carried the system through a staged rollout. We reduced p95 query latency by 38%. Along the way, I mentored four engineers through design reviews, rollout and independent system ownership. The handover was part of the engineering work.
    Specific coaching notes
    Stronger
    Your decision now connects the technical result to the people who could own the system.
    Next practice
    Which tradeoff would you handle differently? Choose one to explore in the next pass.
Scripted example · fictional career

Illustrative one-to-one session. Fictional career and scripted AI.