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Data Interview Question

Enhancing Translation Accuracy

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Requirements Clarification & Assessment

  1. Define the Objective

    • Determine the primary goal: Is it to enhance translation accuracy, reduce latency, improve user experience, or increase user engagement?
    • Identify specific metrics for success (e.g., BLEU score for accuracy, response time for latency).
  2. User Demographics and Needs

    • Identify the primary user groups: Travelers, language learners, business professionals, etc.
    • Understand their specific needs and pain points (e.g., accuracy in professional settings, natural conversational flow for learners).
  3. Competitive Landscape

    • Evaluate what competitors (e.g., DeepL) are doing better and the features they offer.
    • Identify areas where Google Translate can differentiate itself.
  4. Technical Constraints

    • Assess current technical limitations of the Google Translate system.
    • Determine available resources (e.g., data, computational power) for implementing improvements.
  5. Stakeholder Alignment

    • Align with stakeholders on the scope and priorities of improvements.
    • Set clear expectations on deliverables and timelines.