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Updated 20 Jan 2025

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Ai Ml Engineer Interview Questions & Answers

user image Priyanka Patil

posted on 15 Jan 2025

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(4 Questions)

  • Q1. What is polymorphism,generator,decorator? List vs tuple?
  • Ans. 

    Polymorphism allows objects of different classes to be treated as objects of a common superclass. Generators produce items one at a time. Decorators add functionality to existing functions or methods.

    • Polymorphism: Enables objects of different classes to be treated as objects of a common superclass. Example: Animal superclass with Dog and Cat subclasses.

    • Generator: Produces items one at a time, allowing for efficient mem...

  • Answered by AI
  • Q2. TFIDF, BOW What is embedding why important how to craete embeddings?
  • Ans. 

    Embeddings are a way to represent words or phrases as vectors in a high-dimensional space, capturing semantic relationships.

    • Embeddings are important for tasks like natural language processing, where words need to be represented in a meaningful way.

    • They can be created using techniques like Word2Vec, GloVe, or using neural networks like Word Embeddings.

    • Embeddings help in capturing semantic relationships between words, al...

  • Answered by AI
  • Q3. What is Encoder decoder explain with example?
  • Ans. 

    Encoder-decoder is a neural network architecture used for tasks like machine translation.

    • Encoder processes input data and generates a fixed-length representation

    • Decoder uses the representation to generate output sequence

    • Example: Seq2Seq model for translating English to French

  • Answered by AI
  • Q4. What is stop word? We need to remove in every application or not tell me example when stop words are importan?

Ai Ml Engineer Interview Questions asked at other Companies

Q1. Can you describe a recent machine learning project you built, including a walkthrough of the project and a code sample?
View answer (1)
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
-

I applied via Approached by Company and was interviewed in Nov 2024. There were 2 interview rounds.

Round 1 - Technical 

(3 Questions)

  • Q1. What are the different types of interfaces?
  • Ans. 

    Different types of interfaces include user interfaces, hardware interfaces, and software interfaces.

    • User interfaces: allow users to interact with the system, such as graphical user interfaces (GUI) and command-line interfaces (CLI)

    • Hardware interfaces: connect hardware components to the system, such as USB, HDMI, and Ethernet ports

    • Software interfaces: define how software components interact with each other, such as appl...

  • Answered by AI
  • Q2. What is the output of the program when the expression is evaluated as 0 divided by 7?
  • Ans. 

    The output of the program when 0 is divided by 7 is 0.

    • Division of 0 by any number results in 0.

    • In programming languages, dividing by 0 usually results in an error or undefined behavior.

  • Answered by AI
  • Q3. What are coroutines, scope functions, and visibility modifiers?
  • Ans. 

    Coroutines, scope functions, and visibility modifiers are key concepts in Kotlin programming for Android development.

    • Coroutines are a way to perform asynchronous programming in a sequential manner. They allow for non-blocking operations.

    • Scope functions are functions that allow you to execute a block of code within the context of an object. Examples include 'let', 'apply', 'run', 'also', and 'with'.

    • Visibility modifiers ...

  • Answered by AI
Round 2 - Technical 

(3 Questions)

  • Q1. What is the MVVM (Model-View-ViewModel) architectural pattern?
  • Ans. 

    MVVM is an architectural pattern that separates the user interface from the business logic and data handling in Android development.

    • Model represents the data and business logic of the application.

    • View is responsible for displaying the UI elements and sending user interactions to the ViewModel.

    • ViewModel acts as a mediator between the Model and the View, handling the communication and data flow.

    • MVVM helps in achieving se...

  • Answered by AI
  • Q2. What are the reasons for using that, and what are its pros and cons?
  • Ans. 

    Using dependency injection in Android development can improve code maintainability and testability.

    • Pros: easier to manage dependencies, promotes code reusability, facilitates unit testing

    • Cons: initial setup can be complex, may introduce overhead in smaller projects

    • Example: Using Dagger 2 for dependency injection in an Android project

  • Answered by AI
  • Q3. Questions related Dependency injection dagger-hilt / koin

Senior Android Developer Interview Questions asked at other Companies

Q1. Binary Array SortingA binary array is an array consisting of only 0s and 1s. You are given a binary array "arr" of size ‘N’. Your task is to sort the given array and return this array after sorting. Input Format : The first line of input c... read more
View answer (3)
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I was interviewed in Dec 2024.

Round 1 - Technical 

(5 Questions)

  • Q1. What is the different between useMemo and useCallback?
  • Ans. 

    useMemo is used for memoizing a value, while useCallback is used for memoizing a function.

    • useMemo is used to memoize a value and recompute it only when its dependencies change.

    • useCallback is used to memoize a function and recompute it only when its dependencies change.

    • Example: useMemo can be used to memoize the result of a complex computation, while useCallback can be used to memoize a callback function passed to a chi

  • Answered by AI
  • Q2. What is Event looping
  • Ans. 

    Event looping is the process in which a programming language continuously checks for and executes events in a non-blocking manner.

    • Event looping allows for asynchronous operations to be handled efficiently.

    • It involves a queue of events waiting to be processed, with the event loop continuously checking for new events to execute.

    • Commonly used in JavaScript to handle user interactions, network requests, and timers.

  • Answered by AI
  • Q3. What is difference between map and forEach loop?
  • Ans. 

    map creates a new array with the results of calling a provided function on every element, while forEach executes a provided function once for each array element.

    • map returns a new array with the same length as the original array, while forEach does not return anything.

    • map does not mutate the original array, while forEach can mutate the original array.

    • map is more suitable for transforming data and creating a new array, w...

  • Answered by AI
  • Q4. What is closure?
  • Ans. 

    Closure is the ability of a function to access its lexical scope even after the function has been executed.

    • Closure allows a function to access variables from its outer scope even after the function has finished executing.

    • It is created when a function is defined within another function and the inner function references variables from the outer function.

    • Closure is commonly used in event handlers, callbacks, and in creati

  • Answered by AI
  • Q5. What is useEffect hook?
  • Ans. 

    useEffect is a hook in React that allows side effects to be performed in function components.

    • Used to perform side effects in function components

    • Executes after render

    • Can be used to fetch data, subscribe to events, update the DOM, etc.

    • Takes a function as the first argument and an optional array of dependencies as the second argument

  • Answered by AI

React Developer Interview Questions asked at other Companies

Q1. Covid VaccinationWe are suffering from the Second wave of Covid-19. The Government is trying to increase its vaccination drives. Ninja wants to help the Government to plan an effective method to help increase vaccination following safety me... read more
View answer (3)
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.

Round 1 - Telephonic Call 

(4 Questions)

  • Q1. What is difference between get props and set props
  • Ans. 

    get props is used to retrieve the value of a property in React components, while set props is used to update the value of a property.

    • get props is used to access the value of a property passed down from a parent component

    • set props is used to update the value of a property in the current component

    • Example: get props - accessing the 'name' prop in a child component: this.props.name

    • Example: set props - updating the 'count' ...

  • Answered by AI
  • Q2. What is difference between get for each and map
  • Ans. 

    get forEach is used to iterate over elements in an array without returning a new array, while map creates a new array by applying a function to each element.

    • forEach does not return a new array, while map returns a new array with the results of applying a function to each element

    • forEach is used for side effects, while map is used for transforming data

    • forEach does not return anything, while map returns a new array

    • Example...

  • Answered by AI
  • Q3. Difference between put and patch
  • Ans. 

    PUT is used to update or replace an entire resource, while PATCH is used to update or modify part of a resource.

    • PUT is idempotent, meaning multiple identical requests will have the same effect as a single request.

    • PATCH is not necessarily idempotent, as multiple identical requests may have different effects.

    • PUT requires the client to send the entire updated resource, while PATCH only requires the client to send the spec...

  • Answered by AI
  • Q4. Difference between local storage session storage
  • Ans. 

    Local storage is persistent and stays until manually cleared, while session storage is temporary and cleared when the browser is closed.

    • Local storage data persists even after closing the browser

    • Session storage data is cleared when the browser is closed

    • Both store data as key-value pairs similar to cookies

  • Answered by AI

Top NeoSOFT Reactjs Developer Interview Questions and Answers

Q1. What is the difference between rem and em in css? How to hide something in CSS?
View answer (1)

Reactjs Developer Interview Questions asked at other Companies

Q1. Implement counter such that it has 2 buttons to increment and decrement the values and also add a input field such that, whatever input is given, the value should be to that and value should should be decreased and increased from the input ... read more
View answer (1)

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 (5)

Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
No response

I applied via Referral

Round 1 - Technical 

(5 Questions)

  • Q1. What is .Net Core ?
  • Ans. 

    .Net Core is a free, open-source, cross-platform framework for building modern, cloud-based, internet-connected applications.

    • Developed by Microsoft as the successor to the .NET Framework

    • Supports multiple operating systems like Windows, macOS, and Linux

    • Provides high performance and scalability for web applications

    • Includes a modular and lightweight runtime called CoreCLR

    • Allows developers to use C#, F#, and Visual Basic

  • Answered by AI
  • Q2. What is benefit of Microservices ?
  • Ans. 

    Microservices offer benefits such as scalability, flexibility, and easier maintenance.

    • Scalability: Microservices allow for individual components to be scaled independently, leading to better resource utilization.

    • Flexibility: Each microservice can be developed, deployed, and updated independently, allowing for more flexibility in the development process.

    • Easier maintenance: With microservices, it is easier to identify an...

  • Answered by AI
  • Q3. What is ViewBag and ViewData ?
  • Ans. 

    ViewBag and ViewData are used in ASP.NET MVC to pass data from controller to view.

    • ViewBag is a dynamic property that allows you to pass data from controller to view.

    • ViewData is a dictionary object that allows you to pass data from controller to view.

    • ViewBag is a dynamic object while ViewData is a dictionary object.

    • Example: ViewBag.Title = 'Home Page'; ViewData['Message'] = 'Welcome to my website';

  • Answered by AI
  • Q4. What is CORS ?
  • Ans. 

    CORS stands for Cross-Origin Resource Sharing, a security feature that allows servers to specify who can access their resources.

    • CORS is a security feature implemented by browsers to prevent unauthorized access to resources on a different origin.

    • It allows servers to specify which origins are allowed to access their resources through HTTP headers.

    • CORS is commonly used to enable cross-origin requests in web applications, ...

  • Answered by AI
  • Q5. Explain JWT in Brief.
  • Ans. 

    JWT is a compact, self-contained way to securely transmit information between parties as a JSON object.

    • JWT stands for JSON Web Token.

    • It consists of three parts: header, payload, and signature.

    • It is commonly used for authentication and information exchange in web development.

    • Example: eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf3

  • Answered by AI

Skills evaluated in this interview

Top NeoSOFT Dot Net Fullstack Developer Interview Questions and Answers

Q1. What is benefit of Microservices ?
View answer (1)

Dot Net Fullstack Developer Interview Questions asked at other Companies

Q1. What languages does support the .netframework???
View answer (3)

Get interview-ready with Top NeoSOFT Interview Questions

ReactJS + NextJs Interview Questions & Answers

user image Anonymous

posted on 24 Nov 2024

Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Naukri.com and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - One-on-one 

(7 Questions)

  • Q1. Tell me about yourself.
  • Q2. Difference between let, var ,const
  • Ans. 

    let, var, and const are all used for variable declaration in JavaScript, but they have different scopes and behaviors.

    • let has block scope and can be reassigned, var has function scope and can be reassigned, const has block scope and cannot be reassigned

    • Using let:

    • let x = 10;

    • x = 20; // valid

    • Using var:

    • var y = 5;

    • y = 8; // valid

    • Using const:

    • const z = 15;

    • z = 25; // invalid

  • Answered by AI
  • Q3. Difference between authorization and authentication
  • Q4. What are private routes in nextjS?
  • Q5. Difference between SSR and CSR?
  • Q6. The architecture of nextJS.
  • Q7. Currying in javascript

Skills evaluated in this interview

Jobs at NeoSOFT

View all
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Naukri.com and was interviewed in Sep 2024. There were 2 interview rounds.

Round 1 - One-on-one 

(6 Questions)

  • Q1. What are AOT and JIT in Angular?
  • Ans. 

    AOT and JIT are compilation techniques in Angular.

    • AOT (Ahead-of-Time) compilation is done at build time, converting TypeScript and HTML code into efficient JavaScript code before the browser runs it.

    • JIT (Just-in-Time) compilation is done at runtime, converting TypeScript and HTML code into JavaScript code while the application is running.

    • AOT improves performance by reducing the size of the bundle and optimizing the cod...

  • Answered by AI
  • Q2. Observables vs promises
  • Ans. 

    Observables are streams of data that can be subscribed to, while promises are a single future value.

    • Observables can handle multiple values over time, while promises can only handle a single value.

    • Observables are cancellable, while promises are not.

    • Observables support operators like map, filter, and reduce for data transformation.

    • Promises have a simpler API with just then and catch methods.

    • Observables are lazy, meaning ...

  • Answered by AI
  • Q3. What is data binding and types?
  • Ans. 

    Data binding is the automatic synchronization of data between the model and view components in an application.

    • Data binding allows for the seamless updating of data in the model and reflecting those changes in the view without manual intervention.

    • There are two types of data binding in Angular: one-way binding and two-way binding.

    • One-way binding updates the view when the model changes, while two-way binding updates both ...

  • Answered by AI
  • Q4. What is closure?
  • Ans. 

    Closure is a function that has access to its own scope, as well as the scope of its outer function.

    • A closure allows a function to access variables from its outer function even after the outer function has finished executing.

    • Closures are commonly used in JavaScript to create private variables and functions.

    • Example: function outerFunction() { let outerVar = 'I am outer'; return function innerFunction() { console.log(oute

  • Answered by AI
  • Q5. Lazyloading in angular
  • Ans. 

    Lazy loading in Angular is a technique used to load modules only when they are needed, improving performance.

    • Lazy loading helps reduce initial load time by loading modules on demand

    • Implemented using loadChildren property in routes configuration

    • Lazy loaded modules have their own routes and components

  • Answered by AI
  • Q6. Directives in Angular and Types
  • Ans. 

    Directives in Angular are markers on a DOM element that tell Angular to attach a specified behavior to that DOM element or transform the DOM element and its children.

    • Directives are used to create reusable components in Angular.

    • There are three types of directives in Angular: Component, Structural, and Attribute directives.

    • Examples of directives include ngIf, ngFor, and ngStyle.

  • Answered by AI
Round 2 - Coding Test 

Pagination task and filter table data

Skills evaluated in this interview

Top NeoSOFT Angular Frontend Developer Interview Questions and Answers

Q1. 4.How to create custom Pipe? 5.Directives in angular 6.Binding in angular
View answer (1)

Angular Frontend Developer Interview Questions asked at other Companies

Q1. How to implement interfaces without methods?
View answer (1)

QA Engineer interview

user image RD Automation Learning

posted on 19 Feb 2022

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
No response

I applied via Company Website and was interviewed in Oct 2024. There were 3 interview rounds.

Round 1 - Technical 

(4 Questions)

  • Q1. React life cycles
  • Q2. Server side rendering
  • Q3. Deep and shadow copy
  • Q4. Ecmascript6 and latest updates with example
  • Ans. 

    ES6 is the latest version of ECMAScript with new features like arrow functions, classes, and template literals.

    • Arrow functions provide a more concise syntax for writing functions.

    • Classes allow for easier object-oriented programming in JavaScript.

    • Template literals make it easier to work with strings by allowing interpolation and multiline strings.

  • Answered by AI
Round 2 - Coding Test 

Creating react componont with api integration, list rendering and adding custom filterals

Round 3 - Coding Test 

Coding exercise, custom hooks, UI related quetions

Top NeoSOFT React Js Frontend Developer Interview Questions and Answers

Q1. Ecmascript6 and latest updates with example
View answer (1)

React Js Frontend Developer Interview Questions asked at other Companies

Q1. 1. What is difference between abstract class and interface ?
View answer (1)
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in Sep 2024. There was 1 interview round.

Round 1 - Technical 

(6 Questions)

  • Q1. Brief about your project ?
  • Ans. 

    Developed a web application for managing inventory and sales for a retail store.

    • Used Angular framework to create a responsive and user-friendly interface.

    • Implemented features for adding, updating, and deleting products in the inventory.

    • Integrated with backend APIs to fetch real-time sales data and generate reports.

    • Utilized Angular Material for designing consistent UI components.

  • Answered by AI
  • Q2. What is angular? what is SPA?
  • Ans. 

    Angular is a popular front-end framework for building web applications. SPA stands for Single Page Application.

    • Angular is a front-end framework developed by Google for building dynamic web applications.

    • It uses TypeScript for building applications with components, services, and modules.

    • SPA is a web application that loads a single HTML page and dynamically updates the content as the user interacts with the app.

    • SPA provid...

  • Answered by AI
  • Q3. What is lazy loading?
  • Ans. 

    Lazy loading is a technique in web development where resources are loaded only when needed, improving performance.

    • Lazy loading helps reduce initial load time by loading resources on demand

    • It is commonly used in Angular for loading modules, components, or routes asynchronously

    • Lazy loading can improve user experience by speeding up page load times

  • Answered by AI
  • Q4. What is rxjs? in deep?
  • Ans. 

    RxJS is a library for reactive programming using Observables to handle asynchronous data streams.

    • RxJS stands for Reactive Extensions for JavaScript.

    • It allows you to work with asynchronous data streams and handle events.

    • Operators like map, filter, and mergeMap are used to manipulate and combine streams.

    • Subscriptions are used to listen to and react to changes in the data streams.

    • Example: Using RxJS to make HTTP requests

  • Answered by AI
  • Q5. Angular and javascript basic question?
  • Q6. Difference between ?? and ?:
  • Ans. 

    ?? is the nullish coalescing operator, while ? is the optional chaining operator in Angular.

    • ?? is used to provide a default value when a variable is null or undefined.

    • ? is used to safely access nested properties of an object without causing errors.

    • Example: const name = person?.name; // safe access to 'name' property of 'person' object

  • Answered by AI

Skills evaluated in this interview

Top NeoSOFT Angular Developer Interview Questions and Answers

Q1. 1. Difference between var, const, let?Difference between var, const, let? 2. Features of ES6? 3. What is Closure in Javascript?
View answer (1)

Angular Developer Interview Questions asked at other Companies

Q1. How can you pass data between parent and child components?, what is component interaction
View answer (5)

NeoSOFT Interview FAQs

How many rounds are there in NeoSOFT interview?
NeoSOFT interview process usually has 1-2 rounds. The most common rounds in the NeoSOFT interview process are Technical, One-on-one Round and Resume Shortlist.
How to prepare for NeoSOFT interview?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at NeoSOFT. The most common topics and skills that interviewers at NeoSOFT expect are Javascript, MVC, Django, Node.Js and React.Js.
What are the top questions asked in NeoSOFT interview?

Some of the top questions asked at the NeoSOFT interview -

  1. Solved it by looping through each element first. Split the string into an array...read more
  2. 1. Difference between abstract class and interface. 2. Internal Working of Hash...read more
  3. 1. How microservices communicate with each oth...read more
How long is the NeoSOFT interview process?

The duration of NeoSOFT interview process can vary, but typically it takes about less than 2 weeks to complete.

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