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Can you explain how dependency injection works in C# and why it’s important in a modern application architecture?

Dependency injection in C# is a design pattern where an object’s dependencies are provided externally rather than created internally. It promotes loose coupling and enhances testability, making applications easier to…

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Can you explain how the Singleton pattern can be applied to secure sensitive data storage in an application?

The Singleton pattern ensures that a class has only one instance and provides a global access point to it. In the context of secure data storage, it can be used…

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Can you explain how the Strategy Pattern can be applied in AI model evaluation, and why it might be beneficial?

The Strategy Pattern allows you to define a family of algorithms, encapsulate each one, and make them interchangeable. In AI model evaluation, this means you can swap out different evaluation…

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How would you utilize object-oriented design principles to create an AI model that is extensible and maintainable as requirements evolve over time?

I would apply SOLID principles, especially the Open-Closed Principle, ensuring that the AI model can be extended without modifying existing code. Additionally, I would use interfaces and abstract classes to…

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Can you explain the significance of Ruby’s object model, specifically how everything in Ruby is an object, and how that affects design decisions in an application?

In Ruby, everything is an object, including classes and even primitive types like integers and strings. This allows for a uniform approach to operations and promotes metaprogramming, enhancing flexibility in…

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