
Worked on the flutter/website repository to enhance the quiz experience by implementing answer options randomization, addressing the issue of positional bias in interactive quizzes. Developed a feature in Dart that shuffles answer options within the quiz model, specifically in the Question.fromMap method, ensuring the correct answer does not consistently appear in the same position. This approach centralized the randomization logic for maintainability and future scalability. The update improved learning effectiveness and strengthened quiz analytics by reducing predictability. Focused on full stack development, the work emphasized code quality and maintainability while resolving a recurring bias issue across multiple quiz modules.
March 2026 — Flutter website: Delivered Quiz Answer Options Randomization to eliminate positional bias and fixed a recurring bias issue across interactive quizzes. Implemented option shuffling in Question.fromMap (lib/models/quiz_model.dart) as part of the quiz model. This change reduces predictability, improves learning effectiveness, and strengthens quiz analytics. Key commit: 1d356c8b45b8b8bdb44392f364fff3dad45c2b2c (feat: shuffle tutorial quiz options to remove positional bias).
March 2026 — Flutter website: Delivered Quiz Answer Options Randomization to eliminate positional bias and fixed a recurring bias issue across interactive quizzes. Implemented option shuffling in Question.fromMap (lib/models/quiz_model.dart) as part of the quiz model. This change reduces predictability, improves learning effectiveness, and strengthens quiz analytics. Key commit: 1d356c8b45b8b8bdb44392f364fff3dad45c2b2c (feat: shuffle tutorial quiz options to remove positional bias).

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