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Litmus7 Systems Consulting Interview Questions, Process, and Tips

Updated 1 Jan 2025

Top Litmus7 Systems Consulting Interview Questions and Answers

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Litmus7 Systems Consulting Interview Experiences

Popular Designations

18 interviews found

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

I applied via Referral and was interviewed in Dec 2024. There was 1 interview round.

Round 1 - Technical 

(4 Questions)

  • Q1. What are the concepts of threads in Java?
  • Ans. 

    Threads in Java allow for concurrent execution of code, enabling multitasking and improving performance.

    • Threads are lightweight sub-processes within a process.

    • They allow for concurrent execution of code, enabling multitasking.

    • Threads share the same memory space, allowing for efficient communication and data sharing.

    • Examples include creating threads using the Thread class or implementing the Runnable interface.

  • Answered by AI
  • Q2. Volatile keyword uses, refied keyword and its use in generics
  • Ans. 

    Volatile keyword ensures visibility of changes to variables across threads. Reified keyword is used to access type information at runtime in generics.

    • Volatile keyword is used to indicate that a variable's value will be modified by different threads.

    • It ensures that changes made by one thread to a volatile variable are visible to other threads.

    • Reified keyword is used in generics to access type information at runtime, whi...

  • Answered by AI
  • Q3. Multi module architecture in android pros and cons
  • Ans. 

    Multi module architecture in Android involves breaking down an app into multiple modules for better organization and scalability.

    • Pros: better organization, easier maintenance, faster build times, code reusability

    • Cons: increased complexity, potential for dependency issues, learning curve for developers

    • Example: Breaking down an app into separate modules for UI, networking, and data storage can make it easier to work on d

  • Answered by AI
  • Q4. Generics in java
  • Ans. 

    Generics in Java allow for creating classes, interfaces, and methods that operate on types parameterized at compile time.

    • Generics provide type safety by allowing the compiler to detect and prevent type errors at compile time.

    • They enable code reusability by writing generic algorithms that work on different types.

    • Example: List<String> names = new ArrayList<>();

    • Example: public class Box<T> { private T va

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Litmus7 Systems Consulting Senior Android Developer interview:
  • Java
  • Kotlin

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
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

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

Round 1 - Technical 

(28 Questions)

  • Q1. Explain Abstraction and Encapsulation
  • Ans. 

    Abstraction focuses on hiding implementation details, while encapsulation bundles data and methods into a single unit.

    • Abstraction allows us to focus on the essential features of an object while hiding unnecessary details.

    • Encapsulation helps in data hiding by restricting access to certain components of an object.

    • Abstraction is achieved through abstract classes and interfaces in Java.

    • Encapsulation is implemented using ac...

  • Answered by AI
  • Q2. Explain the use of Final keyword
  • Ans. 

    Final keyword is used in Java to declare constants, prevent method overriding, and prevent class inheritance.

    • Used to declare constants - value cannot be changed once assigned

    • Prevents method overriding - method cannot be overridden in child classes

    • Prevents class inheritance - class cannot be extended

  • Answered by AI
  • Q3. Difference between == operator and equals method
  • Ans. 

    The == operator compares memory addresses, while the equals method compares the actual content of objects.

    • The == operator checks if two object references point to the same memory address.

    • The equals method checks if two objects have the same content.

    • Example: String str1 = new String("hello"); String str2 = new String("hello"); str1 == str2 will return false, but str1.equals(str2) will return true.

  • Answered by AI
  • Q4. Explain about Hash Table
  • Ans. 

    Hash table is a data structure that stores key-value pairs and allows for fast retrieval of values based on keys.

    • Hash table uses a hash function to map keys to indexes in an array.

    • It provides constant time complexity O(1) for insertion, deletion, and retrieval operations.

    • Collisions can occur when two keys hash to the same index, which can be resolved using techniques like chaining or open addressing.

  • Answered by AI
  • Q5. What is Synchronized keyword
  • Ans. 

    Synchronized keyword is used in Java to control access to shared resources by multiple threads.

    • Synchronized keyword is used to create a synchronized block of code, ensuring only one thread can access it at a time.

    • It can be applied to methods or code blocks to prevent concurrent access by multiple threads.

    • Example: synchronized void myMethod() { // synchronized code block }

  • Answered by AI
  • Q6. What is the use of volatile keyword
  • Ans. 

    The volatile keyword in Java is used to indicate that a variable's value will be modified by different threads.

    • Ensures visibility of changes to variables across threads

    • Prevents compiler optimizations that could reorder code and affect variable values

    • Useful for variables accessed by multiple threads without synchronization

    • Example: volatile int count = 0;

  • Answered by AI
  • Q7. What are checked and unchecked exceptions
  • Ans. 

    Checked exceptions are checked at compile time, while unchecked exceptions are not.

    • Checked exceptions must be either caught or declared in the method signature using 'throws' keyword

    • Unchecked exceptions do not need to be caught or declared

    • Examples of checked exceptions: IOException, SQLException

    • Examples of unchecked exceptions: NullPointerException, ArrayIndexOutOfBoundsException

  • Answered by AI
  • Q8. Difference between Interface and Abstract class
  • Ans. 

    Interface is a blueprint of a class with only abstract methods, while abstract class can have both abstract and concrete methods.

    • Interface cannot have method implementations, while abstract class can have both abstract and concrete methods.

    • A class can implement multiple interfaces but can only extend one abstract class.

    • Interfaces are used to achieve multiple inheritance in Java, while abstract classes are used to provi...

  • Answered by AI
  • Q9. Explain Dead lock in multi threading
  • Ans. 

    Deadlock in multithreading occurs when two or more threads are waiting for each other to release resources, resulting in a standstill.

    • Deadlock happens when two or more threads are blocked forever, waiting for each other to release resources.

    • Four conditions must hold for deadlock to occur: mutual exclusion, hold and wait, no preemption, and circular wait.

    • Example: Thread 1 holds resource A and waits for resource B, while...

  • Answered by AI
  • Q10. How to achieve thread safety in java
  • Ans. 

    Thread safety in Java can be achieved by using synchronization, locks, volatile keyword, and thread-safe data structures.

    • Use synchronized keyword to create synchronized blocks or methods

    • Use locks from java.util.concurrent.locks package like ReentrantLock

    • Use volatile keyword to ensure visibility of changes across threads

    • Use thread-safe data structures like ConcurrentHashMap, CopyOnWriteArrayList

  • Answered by AI
  • Q11. Difference between PUT and POST method
  • Ans. 

    PUT is used to update or replace an existing resource, while POST is used to create a new resource.

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

    • POST is not idempotent, meaning multiple identical requests may have different effects.

    • PUT is used to update an existing resource at a specific URI.

    • POST is used to create a new resource under a specific URI.

    • PUT requests ar...

  • Answered by AI
  • Q12. What are Spring Actuator
  • Ans. 

    Spring Actuator is a set of production-ready features to help monitor and manage your application.

    • Provides endpoints to monitor application health, metrics, and other useful information

    • Can be used to check the status of the application, gather metrics, and even perform custom actions

    • Helps in troubleshooting and monitoring the application in production environment

  • Answered by AI
  • Q13. How to deploy a spring boot application
  • Ans. 

    Spring Boot applications can be deployed using various methods such as embedded servers, Docker containers, and cloud platforms.

    • Deploying as a standalone JAR file using embedded servers like Tomcat or Jetty

    • Building a Docker image and running the application in a container

    • Deploying to cloud platforms like AWS, Azure, or Google Cloud Platform

    • Using CI/CD pipelines for automated deployment

  • Answered by AI
  • Q14. Write a program with Java 8 to filter the employees based on salary greater than 10,000 from a list of Employee objects.
  • Ans. 

    Program to filter employees with salary > 10,000 using Java 8.

    • Use Java 8 Stream API to filter employees based on salary.

    • Create a Predicate to check if salary is greater than 10,000.

    • Use filter() method to apply the Predicate on the list of Employee objects.

  • Answered by AI
  • Q15. How to rollback a transaction in spring boot
  • Ans. 

    To rollback a transaction in Spring Boot, use @Transactional annotation and throw an exception

    • Use @Transactional annotation on the method where the transaction needs to be rolled back

    • Throw an exception within the method to trigger the rollback process

    • Spring will automatically rollback the transaction when an exception is thrown

  • Answered by AI
  • Q16. Explain Dependency Injection in spring boot
  • Ans. 

    Dependency Injection is a design pattern in Spring Boot where the dependencies of a class are injected from the outside.

    • In Spring Boot, Dependency Injection is achieved through inversion of control, where the control of creating and managing objects is given to the Spring framework.

    • Dependencies can be injected into a class using constructor injection, setter injection, or field injection.

    • By using Dependency Injection, ...

  • Answered by AI
  • Q17. Different ways of Dependency Injection
  • Ans. 

    Dependency Injection is a design pattern where the dependencies of an object are provided externally rather than created within the object itself.

    • Constructor Injection: Dependencies are provided through the class constructor.

    • Setter Injection: Dependencies are set through setter methods.

    • Interface Injection: Dependencies are injected through an interface.

    • Spring Framework: Uses annotations like @Autowired for Dependency I

  • Answered by AI
  • Q18. Explain Security management, how to enable security for APIs.
  • Ans. 

    Security management involves implementing measures to protect APIs from unauthorized access and ensure data integrity.

    • Implement authentication mechanisms such as OAuth or API keys to control access to APIs

    • Use encryption to secure data transmission between clients and APIs

    • Implement rate limiting to prevent abuse and protect against denial of service attacks

    • Regularly update and patch API security vulnerabilities to stay ...

  • Answered by AI
  • Q19. Explain JWT Tokens
  • Ans. 

    JWT Tokens are a type of token used for authentication and authorization in web applications.

    • JWT stands for JSON Web Token

    • JWT tokens are compact, URL-safe tokens that can be easily transmitted between parties

    • JWT tokens consist of three parts: header, payload, and signature

    • JWT tokens are often used in stateless authentication systems

    • Example: eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG...

  • Answered by AI
  • Q20. How to write a test case for a private method
  • Ans. 

    Use reflection to access and test private methods

    • Use reflection to access the private method in the test case

    • Set the method accessible using setAccessible(true)

    • Invoke the method with the necessary parameters and assert the expected result

  • Answered by AI
  • Q21. Stages in Jenkins
  • Ans. 

    Stages in Jenkins are the different steps in a Jenkins pipeline that define the actions to be executed.

    • Stages help break down the pipeline into smaller, manageable sections

    • Each stage can have multiple steps to be executed

    • Stages can be sequential or parallel

    • Common stages include build, test, deploy, and notify

  • Answered by AI
  • Q22. Write the singleton design pattern
  • Ans. 

    Singleton design pattern ensures a class has only one instance and provides a global point of access to it.

    • Create a private static instance of the class.

    • Provide a public static method to access the instance.

    • Ensure the constructor is private to prevent instantiation from outside the class.

  • Answered by AI
  • Q23. What is memory leaks in java
  • Ans. 

    Memory leaks in Java occur when objects are no longer being used but are still held in memory, leading to inefficient memory usage.

    • Memory leaks can occur when objects are not properly dereferenced or garbage collected.

    • Common causes of memory leaks include circular references, static references, and unclosed resources.

    • Examples of memory leaks include not closing database connections or file streams after use.

  • Answered by AI
  • Q24. Difference between String and String builder
  • Ans. 

    String is immutable, while StringBuilder is mutable and more efficient for concatenating strings.

    • String is immutable, meaning once created, it cannot be changed. StringBuilder is mutable and allows for modifications.

    • String concatenation in Java creates a new String object each time, while StringBuilder modifies the existing object.

    • StringBuilder is more efficient for concatenating multiple strings as it does not create ...

  • Answered by AI
  • Q25. Explain Garbage Collection in java
  • Ans. 

    Garbage collection in Java is the process of automatically reclaiming memory that is no longer in use by the program.

    • Garbage collection is performed by the JVM to free up memory occupied by objects that are no longer referenced by the program.

    • It helps in preventing memory leaks and ensures efficient memory management.

    • Java provides automatic garbage collection, so developers do not have to manually free up memory.

    • Exampl...

  • Answered by AI
  • Q26. Difference between Array and ArrayList.
  • Ans. 

    Array is a fixed-size data structure while ArrayList is a dynamic-size data structure in Java.

    • Array is a fixed-size collection of elements of the same data type.

    • ArrayList is a resizable collection that can store elements of any data type.

    • Arrays require a specified size at the time of declaration, while ArrayList can grow dynamically.

    • Arrays use square brackets [] for declaration, while ArrayList is a class in Java's col...

  • Answered by AI
  • Q27. Design patterns used
  • Ans. 

    Various design patterns like Singleton, Factory, Observer, etc. are used to solve common problems in software development.

    • Singleton pattern ensures a class has only one instance and provides a global point of access to it.

    • Factory pattern creates objects without specifying the exact class of object that will be created.

    • Observer pattern defines a one-to-many dependency between objects so that when one object changes stat...

  • Answered by AI
  • Q28. What is Rest Services
  • Ans. 

    Rest Services are a type of web service that allows communication between different systems over HTTP using standard methods like GET, POST, PUT, DELETE.

    • Rest Services are stateless, meaning each request from a client to the server must contain all the information necessary to understand the request.

    • They use standard HTTP methods like GET, POST, PUT, DELETE to perform CRUD operations on resources.

    • Rest Services typically...

  • Answered by AI

Skills evaluated in this interview

Top Litmus7 Systems Consulting Java Developer Interview Questions and Answers

Q1. given two integer array. find consecutive sub arrays and return sub array which has sum &gt;6
View answer (1)

Java Developer Interview Questions asked at other Companies

Q1. Sort 0 1You have been given an integer array/list(ARR) of size N that contains only integers, 0 and 1. Write a function to sort this array/list. Think of a solution which scans the array/list only once and don't require use of an extra arra... read more
View answer (4)
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

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

Round 1 - One-on-one 

(1 Question)

  • Q1. What is the detailed working mechanism of Decision Trees, and how are they utilized for classification tasks?
  • Ans. 

    Decision Trees are a popular machine learning algorithm used for classification tasks by recursively splitting the data based on feature values.

    • Decision Trees work by recursively splitting the data based on feature values to create a tree-like structure.

    • At each node, the algorithm selects the feature that best splits the data into purest possible subsets.

    • This process continues until a stopping criterion is met, such as...

  • Answered by AI

Senior Artificial Intelligence Engineer Interview Questions asked at other Companies

Q1. What is the detailed working mechanism of Decision Trees, and how are they utilized for classification tasks?
View answer (1)
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed in Jun 2024. There were 3 interview rounds.

Round 1 - Technical 

(3 Questions)

  • Q1. Functional interfaces
  • Q2. Multithreading in spring boot
  • Ans. 

    Multithreading in Spring Boot allows for concurrent execution of tasks, improving performance and responsiveness.

    • Spring Boot provides support for multithreading through the use of @Async annotation.

    • By annotating a method with @Async, it will be executed in a separate thread.

    • ThreadPoolTaskExecutor can be configured to control the number of threads used for executing async methods.

    • Example: @Async public void asyncMethod(

  • Answered by AI
  • Q3. Stream api, microservice
Round 2 - Technical 

(3 Questions)

  • Q1. Given two integer array. find consecutive sub arrays and return sub array which has sum >6
  • Ans. 

    Find consecutive subarrays in two integer arrays with sum > 6.

    • Iterate through both arrays to find consecutive subarrays.

    • Calculate the sum of each subarray and check if it is greater than 6.

    • Return the subarray with sum > 6.

  • Answered by AI
  • Q2. Find max element from integer array
  • Ans. 

    Use a loop to iterate through the array and keep track of the maximum element found so far.

    • Initialize a variable to store the maximum element found so far.

    • Iterate through the array and update the maximum element if a larger element is found.

    • Return the maximum element after iterating through the entire array.

  • Answered by AI
  • Q3. Filter a name from string array
  • Ans. 

    Filter a specific name from a string array

    • Iterate through the array and check each element for the desired name

    • Use a conditional statement to filter out the name from the array

    • Consider using Java 8 streams and lambda expressions for a more concise solution

  • Answered by AI
Round 3 - HR 

(1 Question)

  • Q1. Salary package discussion

Interview Preparation Tips

Interview preparation tips for other job seekers - moslty asked about core java concepts. prepare that very well and do practice on stream api.

Skills evaluated in this interview

Top Litmus7 Systems Consulting Java Developer Interview Questions and Answers

Q1. given two integer array. find consecutive sub arrays and return sub array which has sum &gt;6
View answer (1)

Java Developer Interview Questions asked at other Companies

Q1. Sort 0 1You have been given an integer array/list(ARR) of size N that contains only integers, 0 and 1. Write a function to sort this array/list. Think of a solution which scans the array/list only once and don't require use of an extra arra... read more
View answer (4)

Litmus7 Systems Consulting interview questions for popular designations

 Java Developer

 (4)

 Ai Ml Engineer

 (1)

 Artificial Intelligence Engineer

 (1)

 Associate Engineer

 (1)

 Consultant

 (1)

 Devops Engineer

 (1)

 QA Engineer

 (1)

 Reactjs Developer

 (1)

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Approached by Company and was interviewed in Aug 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Explanation of decision trees
  • Ans. 

    Decision trees are a type of supervised machine learning algorithm used for classification and regression tasks.

    • Decision trees are hierarchical structures where each internal node represents a feature or attribute, each branch represents a decision rule, and each leaf node represents the outcome.

    • They are easy to interpret and visualize, making them popular for decision-making processes.

    • Decision trees can handle both nu...

  • Answered by AI
  • Q2. Explanation of svm
  • Ans. 

    Support Vector Machine (SVM) is a supervised machine learning algorithm used for classification and regression tasks.

    • SVM finds the hyperplane that best separates the classes in a high-dimensional space

    • It works by maximizing the margin between the closest data points from different classes

    • SVM can handle non-linear data by using kernel functions to map data into higher dimensions

    • It is effective for small to medium-sized

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Focus on ml techniques.

Skills evaluated in this interview

Artificial Intelligence Engineer Interview Questions asked at other Companies

Q1. What is machine learning and ml algorithms? what are llm? what are the frameworks of machine learning and deep learning.? And questions from your project.
View answer (1)

Get interview-ready with Top Litmus7 Systems Consulting Interview Questions

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. Given the jira to solve it.
Round 2 - Behavioral 

(1 Question)

  • Q1. 0 to 100 % my career path
Round 3 - HR 

(1 Question)

  • Q1. General questions like location, adaptability

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well with practical knowledge.

Senior Engineer Interview Questions asked at other Companies

Q1. what is the meaning of M in M20,M25,M30 grade of concrete?
View answer (54)

Jobs at Litmus7 Systems Consulting

View all
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

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

Round 1 - Technical 

(2 Questions)

  • Q1. Comparable vs Comparator
  • Ans. 

    Comparable is used to define the natural ordering of objects, while Comparator is used to define custom ordering.

    • Comparable interface is used to compare objects based on their natural ordering. Example: sorting a list of Strings alphabetically.

    • Comparator interface is used to define custom ordering of objects. Example: sorting a list of custom objects based on a specific attribute.

  • Answered by AI
  • Q2. WHat is Executor Service
  • Ans. 

    Executor Service is a framework provided by Java to manage and control the execution of tasks in a multithreaded environment.

    • It provides a way to manage threads and execute tasks asynchronously.

    • It allows for the reuse of threads instead of creating new ones for each task.

    • It can handle task scheduling, thread pooling, and thread lifecycle management.

    • Example: Executors.newFixedThreadPool(5) creates a thread pool with 5 t

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Good knowledge in Core Java , Multithreading concepts, Spring Boot real time projects, Exception Handling in SpringBoot

Skills evaluated in this interview

Top Litmus7 Systems Consulting Java Developer Interview Questions and Answers

Q1. given two integer array. find consecutive sub arrays and return sub array which has sum &gt;6
View answer (1)

Java Developer Interview Questions asked at other Companies

Q1. Sort 0 1You have been given an integer array/list(ARR) of size N that contains only integers, 0 and 1. Write a function to sort this array/list. Think of a solution which scans the array/list only once and don't require use of an extra arra... read more
View answer (4)
Interview experience
1
Bad
Difficulty level
Easy
Process Duration
-
Result
Not Selected

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

Round 1 - Technical 

(1 Question)

  • Q1. Basic css, html and react questions
Round 2 - Technical 

(2 Questions)

  • Q1. React basic questions
  • Q2. Js closure related questions

Interview Preparation Tips

Topics to prepare for Litmus7 Systems Consulting Reactjs Developer interview:
  • Some array based questions
  • Array rotate
  • String rotate
  • Substring
  • Array flat
Interview preparation tips for other job seekers - Will likely to be selected in the first round.
Will reject you without any proper reason in 2nd round.
Make sure that your interviewer name for 2nd round is not Ni***n . He will reject you even if you performed really well.

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)
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Basic aptitude test in SHL

Round 2 - Coding Test 

DSA Question of 2 to be completed within 1 hour

Round 3 - Technical 

(2 Questions)

  • Q1. OOPS concepts were asked
  • Q2. SQL and ER Diagram
  • Ans. 

    SQL is a language used for managing relational databases. ER diagrams are visual representations of database structures.

    • SQL is used to query, insert, update, and delete data in databases.

    • ER diagrams show the relationships between entities in a database.

    • SQL can be used to create tables based on an ER diagram.

    • Normalization in databases is important for efficient data storage and retrieval.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare aptitude well, write logic and partial code for coding and ace the final round using ur knowledge

Skills evaluated in this interview

Associate Engineer Interview Questions asked at other Companies

Q1. Count Ways To Reach The N-th Stair Problem Statement You are given a number of stairs, N. Starting at the 0th stair, you need to reach the Nth stair. Each time you can either climb one step or two steps. You have to return the number of dis... read more
Add answer
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Referral and was interviewed in Apr 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. What is vision Transformers
  • Ans. 

    Vision Transformers are a type of neural network architecture that applies the transformer model to image data.

    • Vision Transformers break down images into smaller patches and process them using transformer layers.

    • They have shown promising results in image classification tasks, surpassing traditional convolutional neural networks in some cases.

    • Examples of vision transformers include ViT (Vision Transformer) and DeiT (Dat

  • Answered by AI
  • Q2. What are the techniques there to optimize transformer models
  • Ans. 

    Techniques to optimize transformer models include pruning, distillation, quantization, and knowledge distillation.

    • Pruning: Removing unnecessary parameters to reduce model size and improve efficiency.

    • Distillation: Training a smaller student model to mimic the behavior of a larger teacher model.

    • Quantization: Reducing the precision of weights and activations to speed up inference.

    • Knowledge distillation: Transferring knowl...

  • Answered by AI

Skills evaluated in this interview

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)

Litmus7 Systems Consulting Interview FAQs

How many rounds are there in Litmus7 Systems Consulting interview?
Litmus7 Systems Consulting interview process usually has 1-2 rounds. The most common rounds in the Litmus7 Systems Consulting interview process are Technical, One-on-one Round and Aptitude Test.
How to prepare for Litmus7 Systems Consulting 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 Litmus7 Systems Consulting. The most common topics and skills that interviewers at Litmus7 Systems Consulting expect are Java, Javascript, Microservices, Python and Spring Boot.
What are the top questions asked in Litmus7 Systems Consulting interview?

Some of the top questions asked at the Litmus7 Systems Consulting interview -

  1. I'm a client, convince me to do performance testing? What all details u require...read more
  2. What is the detailed working mechanism of Decision Trees, and how are they util...read more
  3. given two integer array. find consecutive sub arrays and return sub array which...read more
How long is the Litmus7 Systems Consulting interview process?

The duration of Litmus7 Systems Consulting interview process can vary, but typically it takes about less than 2 weeks to complete.

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Litmus7 Systems Consulting Interview Process

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Litmus7 Systems Consulting Reviews and Ratings

based on 60 reviews

3.8/5

Rating in categories

3.9

Skill development

3.9

Work-life balance

3.5

Salary

3.7

Job security

4.2

Company culture

3.2

Promotions

3.7

Work satisfaction

Explore 60 Reviews and Ratings
IOS Developer

Kochi,

Bangalore / Bengaluru

+1

5-10 Yrs

Not Disclosed

Nosql Data Base Administrator

Kochi,

Bangalore / Bengaluru

+1

4-9 Yrs

Not Disclosed

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