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Genzeon Corporation Ai Ml Engineer Interview Questions and Answers

Updated 24 Dec 2024

Genzeon Corporation Ai Ml Engineer Interview Experiences

1 interview found

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 were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What is Transformer? What is Multi Head Attention? Positional Encoding?
  • Ans. 

    Transformer is a deep learning model that uses self-attention mechanism. Multi Head Attention is a variant of attention mechanism. Positional Encoding is used to inject information about the position of tokens in the sequence.

    • Transformer is a deep learning model introduced in the paper 'Attention is All You Need' by Vaswani et al.

    • Multi Head Attention allows the model to focus on different parts of the input sequence si...

  • Answered by AI
  • Q2. What is RAG? how we retrieve data from Vector DB
  • Ans. 

    RAG stands for Retrieve, Aggregate, and Group. Data can be retrieved from Vector DB using SQL queries.

    • RAG is a process used to retrieve, aggregate, and group data from a database.

    • SQL queries are commonly used to retrieve data from Vector DB.

    • Example: SELECT * FROM table_name WHERE condition;

  • Answered by AI
Round 2 - Technical 

(2 Questions)

  • Q1. Explain Projects, What is View, union vs union all, how we maintain referential integrity, Types of Triggers in SQL, Where and Having clause?
  • Ans. 

    Answering questions related to SQL concepts and syntax.

    • Projects in SQL refer to selecting specific columns from a table.

    • View in SQL is a virtual table created by a query.

    • Union combines the results of two or more SELECT statements, while Union All includes duplicates.

    • Referential integrity is maintained through foreign key constraints.

    • Types of triggers in SQL include DML triggers and DDL triggers.

    • Where clause is used to ...

  • Answered by AI
  • Q2. MLOPs Framework need, workflow, why XG is best performing, Bagging and Boosting?

Interview Preparation Tips

Interview preparation tips for other job seekers - for L2 round, it would be more SQL based

Interview questions from similar companies

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected
Round 1 - Technical 

(2 Questions)

  • Q1. Angular A to Z Hooks,Services,Api Integration,component communication
  • Q2. Html ,CSS basic
Round 2 - Behavioral 

(1 Question)

  • Q1. Server and web api related questions
Round 3 - HR 

(2 Questions)

  • Q1. Can you provide details about yourself and your educational background?
  • Ans. 

    I am a software engineer with a Bachelor's degree in Computer Science and experience in developing web applications.

    • Bachelor's degree in Computer Science

    • Experience in developing web applications

  • Answered by AI
  • Q2. About Winjit technologies

Interview Preparation Tips

Interview preparation tips for other job seekers - Trust the process; ensure a clear understanding of the basics and the logic of object-oriented programming concepts. Wishing you all the best.
Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Starts with a introduction, Core Java concepts, OOPS concepts, Singleton design pattern, Spring boot annotations like service, restcontroller.
  • Q2. DSA logical questions like 2nd highest number. How to find missing number from an array.
Round 2 - Behavioral 

(4 Questions)

  • Q1. Tell me about yourself.
  • Ans. 

    I am a software engineer with 5 years of experience in developing web applications using Java, Spring Boot, and Angular.

    • 5 years of experience in software development

    • Proficient in Java, Spring Boot, and Angular

    • Strong problem-solving skills

    • Experience working in Agile development environment

    • Bachelor's degree in Computer Science from XYZ University

  • Answered by AI
  • Q2. Tell me about your family.
  • Ans. 

    I come from a close-knit family of five, including my parents, older sister, and younger brother.

    • Close-knit family of five

    • Parents, older sister, and younger brother

    • We enjoy spending time together traveling and trying new restaurants

  • Answered by AI
  • Q3. Why do you want to change the company
  • Ans. 

    Seeking new challenges and opportunities for growth in a different environment.

    • Desire for new challenges and learning opportunities

    • Seeking a better work-life balance

    • Interested in working with new technologies or industries

    • Looking for a more collaborative team environment

  • Answered by AI
  • Q4. After that interviewer describes my work and position in the company.

Interview Preparation Tips

Interview preparation tips for other job seekers - I have applied for Java position through the referral. I have received a call on Thursday that we want to schedule your interview on Saturday. And on Saturday both the rounds happened with positive feedback.
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

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

Round 1 - Coding Test 

Focusing on moderate level patterns

Round 2 - Technical 

(4 Questions)

  • Q1. Discuss object oriented principles in depth
  • Ans. 

    Object oriented principles are fundamental concepts in software development that focus on organizing code into objects with properties and behaviors.

    • Encapsulation: Bundling data and methods that operate on the data into a single unit.

    • Inheritance: Allowing a new class to inherit properties and behaviors from an existing class.

    • Polymorphism: The ability for objects of different classes to respond to the same message in di...

  • Answered by AI
  • Q2. Deep discuss of interface
  • Q3. Deep discuss of exception, multithreading
  • Q4. Deep discuss of oop
Round 3 - HR 

(1 Question)

  • Q1. Asked some tricky question related to real life problems

Interview Preparation Tips

Interview preparation tips for other job seekers - All Good 👍🏻
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I was interviewed in Jul 2024.

Round 1 - Coding Test 

Leet code medium level question

Round 2 - Technical 

(2 Questions)

  • Q1. About Java Streams
  • Q2. Restful API coding completion based on given file
Round 3 - HR 

(2 Questions)

  • Q1. To check your attitude
  • Q2. Given detailed about company and what project you are going to work on?
Round 4 - One-on-one 

(5 Questions)

  • Q1. Hashmap working
  • Ans. 

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

    • Hashmap uses a hashing function to map keys to indices in an array.

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

    • Example: HashMap<String, Integer> map = new HashMap<>(); map.put("key", 123); int value = map.get("key");

  • Answered by AI
  • Q2. Multithreading cases
  • Q3. Scenario specific on how to handle multiple events on a single variable to have accurate result
  • Q4. Database indexing
  • Q5. Architecture level
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Array questions - rearranging letters for encryption

Round 2 - One-on-one 

(2 Questions)

  • Q1. Introduce yourself and your experience in college.
  • Q2. Database and sql related questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Keep true to job posting. Hiring for another job and then, making people do something else is not good.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Springboot notations
  • Q2. How to handle multiple request on springboot
  • Ans. 

    Use thread pooling and asynchronous processing to handle multiple requests efficiently in Spring Boot.

    • Implement thread pooling to manage multiple requests concurrently.

    • Use asynchronous processing to handle requests without blocking the main thread.

    • Consider using reactive programming with Spring WebFlux for better scalability.

    • Optimize database queries and external API calls to reduce response times.

    • Implement caching mec...

  • Answered by AI
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. What is server and abap server
  • Ans. 

    A server is a computer or software that provides functionality for other programs or devices. ABAP server is a server that runs ABAP programs.

    • A server is a computer or software that provides services or resources to other computers or programs.

    • ABAP server is a server that runs ABAP (Advanced Business Application Programming) programs, commonly used in SAP systems.

    • ABAP server handles requests from clients and executes A...

  • Answered by AI

Skills evaluated in this interview

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

Math . Physics chemistry

Round 2 - Technical 

(2 Questions)

  • Q1. What is piston advantage
  • Ans. 

    Piston advantage refers to the benefits of using pistons in various mechanical systems.

    • Pistons convert pressure into mechanical motion efficiently

    • Pistons are versatile and can be used in engines, pumps, compressors, and more

    • Pistons provide precise control over the movement of fluids or gases

    • Pistons are durable and require minimal maintenance

    • Pistons can be easily customized for specific applications

  • Answered by AI
  • Q2. What is compressor
  • Ans. 

    A compressor is a mechanical device that increases the pressure of a gas by reducing its volume.

    • Compressors are commonly used in various industries such as manufacturing, oil and gas, and refrigeration.

    • They are essential for processes like air conditioning, refrigeration, and gas transportation.

    • Types of compressors include reciprocating, rotary, and centrifugal compressors.

    • Examples of compressors include air compressor...

  • Answered by AI
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Coding question
  • Q2. Asked to make some component in react
Round 2 - Technical 

(2 Questions)

  • Q1. Javascript questions
  • Q2. Normal js questions

Genzeon Corporation Interview FAQs

How many rounds are there in Genzeon Corporation Ai Ml Engineer interview?
Genzeon Corporation interview process usually has 2 rounds. The most common rounds in the Genzeon Corporation interview process are Technical.
What are the top questions asked in Genzeon Corporation Ai Ml Engineer interview?

Some of the top questions asked at the Genzeon Corporation Ai Ml Engineer interview -

  1. Explain Projects, What is View, union vs union all, how we maintain referential...read more
  2. What is Transformer? What is Multi Head Attention? Positional Encodi...read more
  3. what is RAG? how we retrieve data from Vector...read more

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Genzeon Corporation Ai Ml Engineer Interview Process

based on 1 interview

Interview experience

4
  
Good
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