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Data Interview Question

Facial Recognition Access System

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Requirements Clarification & Assessment

  1. Functional Requirements

    • User Registration: The system must facilitate the registration of both employees and temporary consultants, allowing for seamless onboarding and offboarding.
    • Access Control: It must accurately recognize registered individuals to grant or deny access based on their status.
    • Time Tracking: The system should log entry and exit times for all users reliably.
  2. Non-Functional Requirements

    • Scalability: The system should automatically scale to handle peak loads during typical rush hours (morning, lunch, and evening).
    • Distribution: Support decentralized registration to accommodate remote work scenarios.
    • Security: Ensure data privacy and protection for stored facial data and access logs.
  3. Assumptions

    • Data Quality: Assumed to be high due to controlled environments for capturing facial data.
    • Data Volume: Not a concern due to manageable user base and efficient storage solutions.
  4. Constraints

    • Integration: Must integrate with existing HR and security infrastructure without major overhauls.
    • Real-time Processing: Not required; updates can be processed with a slight delay (e.g., overnight).