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Building a RAG application requires careful consideration of data sources, user experience, and performance optimization.
Identify reliable data sources: Ensure the data used for retrieval is accurate and up-to-date, e.g., using APIs from trusted providers.
Optimize retrieval algorithms: Implement efficient algorithms to minimize latency, such as caching frequently accessed data.
Design user-friendly interfaces: Crea...
I have experience with various Python libraries for web development, data analysis, machine learning, and more.
Django: Used for building robust web applications with an MVC architecture.
Flask: A lightweight framework for creating APIs and microservices.
Pandas: Essential for data manipulation and analysis, especially with DataFrames.
NumPy: Utilized for numerical computations and handling large arrays.
Scikit-learn: ...
OOP in C# is a programming paradigm based on objects, encapsulating data and behavior for modular and reusable code.
Encapsulation: Bundling data and methods that operate on the data within a single unit (class). Example: class 'Car' with properties like 'Speed' and methods like 'Accelerate()'.
Inheritance: Mechanism to create a new class based on an existing class, promoting code reuse. Example: 'ElectricCar' inher...
Abstract classes allow partial implementation; interfaces define contracts without implementation.
Abstract classes can have both abstract and concrete methods, while interfaces can only have abstract methods (until Java 8).
An abstract class can have member variables, whereas an interface cannot (it can only have constants).
A class can inherit from only one abstract class but can implement multiple interfaces.
Examp...
Monolithic architecture is a single large application while microservice architecture is a collection of small, independent services.
Monolithic architecture is a single, tightly coupled application where all components are interconnected.
Microservice architecture breaks down the application into smaller, loosely coupled services that communicate through APIs.
Migrating from monolithic to microservices involves brea...
Classloaders are responsible for loading classes into the JVM at runtime.
Java has three built-in classloaders: bootstrap, extension, and system.
Custom classloaders can be created to load classes from non-standard sources.
Classloaders follow a delegation model, where they first delegate to their parent classloader before attempting to load the class themselves.
Classloaders can be used for dynamic class loading and ...
I appeared for an interview in Apr 2025, where I was asked the following questions.
I have experience with various Python libraries for web development, data analysis, machine learning, and more.
Django: Used for building robust web applications with an MVC architecture.
Flask: A lightweight framework for creating APIs and microservices.
Pandas: Essential for data manipulation and analysis, especially with DataFrames.
NumPy: Utilized for numerical computations and handling large arrays.
Scikit-learn: Emplo...
Building a RAG application requires careful consideration of data sources, user experience, and performance optimization.
Identify reliable data sources: Ensure the data used for retrieval is accurate and up-to-date, e.g., using APIs from trusted providers.
Optimize retrieval algorithms: Implement efficient algorithms to minimize latency, such as caching frequently accessed data.
Design user-friendly interfaces: Create in...
I applied via LinkedIn and was interviewed in Jul 2024. There was 1 interview round.
Abstract classes allow partial implementation; interfaces define contracts without implementation.
Abstract classes can have both abstract and concrete methods, while interfaces can only have abstract methods (until Java 8).
An abstract class can have member variables, whereas an interface cannot (it can only have constants).
A class can inherit from only one abstract class but can implement multiple interfaces.
Example: I...
OOP in C# is a programming paradigm based on objects, encapsulating data and behavior for modular and reusable code.
Encapsulation: Bundling data and methods that operate on the data within a single unit (class). Example: class 'Car' with properties like 'Speed' and methods like 'Accelerate()'.
Inheritance: Mechanism to create a new class based on an existing class, promoting code reuse. Example: 'ElectricCar' inherits f...
I applied via Recruitment Consulltant and was interviewed before Jun 2022. There were 4 interview rounds.
Monolithic architecture is a single large application while microservice architecture is a collection of small, independent services.
Monolithic architecture is a single, tightly coupled application where all components are interconnected.
Microservice architecture breaks down the application into smaller, loosely coupled services that communicate through APIs.
Migrating from monolithic to microservices involves breaking ...
I applied via Approached by Company and was interviewed before Aug 2023. There were 3 interview rounds.
Java coding questions asked
I applied via Approached by Company and was interviewed before Oct 2022. There were 4 interview rounds.
I applied via Company Website and was interviewed in Apr 2021. There was 1 interview round.
Classloaders are responsible for loading classes into the JVM at runtime.
Java has three built-in classloaders: bootstrap, extension, and system.
Custom classloaders can be created to load classes from non-standard sources.
Classloaders follow a delegation model, where they first delegate to their parent classloader before attempting to load the class themselves.
Classloaders can be used for dynamic class loading and hot-s...
I applied via Naukri.com and was interviewed before Apr 2021. There were 3 interview rounds.
Aptitude test will a hackerrank test where it might have technical MCQ and/or coding test.
Top trending discussions
I applied via Walk-in and was interviewed before Apr 2021. There were 3 interview rounds.
Process for freshers-
Go through RS Agarwal book and be ready for logical reasoning questions
Criteria for selection is 75% so make sure to select right ans
There will be 2 questions based on selected language
And questions on general English.
posted on 31 Mar 2022
I applied via Naukri.com and was interviewed before Mar 2021. There were 2 interview rounds.
posted on 29 Sep 2021
I applied via Naukri.com and was interviewed in Apr 2021. There were 3 interview rounds.
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