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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

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all Resume tips
Round 2 - One-on-one 

(2 Questions)

  • Q1. Question on NLP and Coding test
  • Q2. Maximum coding question from list and Regex
Round 3 - One-on-one 

(1 Question)

  • Q1. Project based question

Interview Preparation Tips

Interview preparation tips for other job seekers - Please prepare for Python coding question and Be prepare with your project
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Ask me on project
  • Q2. Aws, sql, python, flask ask me

Interview Preparation Tips

Interview preparation tips for other job seekers - Not selected
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 Jan 2024. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. Q. explain your project Q. Project-related questions asked basic to hard Q. What is backpropagation in deep learning? Q. What is the Hugging Face module and working Q. Object detection YOLO NAS Vs YOLO 8

Interview Preparation Tips

Interview preparation tips for other job seekers - interview medium not much hard
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Steps of pre-processing
  • Ans. 

    Pre-processing steps involve cleaning, transforming, and preparing data for machine learning models.

    • Data cleaning: removing missing values, duplicates, and outliers

    • Data transformation: scaling, encoding categorical variables, and feature engineering

    • Data normalization: ensuring all features have the same scale

    • Data splitting: dividing data into training and testing sets

  • Answered by AI
  • Q2. What is lemmatization ?
  • Ans. 

    Lemmatization is the process of reducing words to their base or root form.

    • Lemmatization helps in standardizing words for analysis.

    • It reduces inflected words to their base form.

    • For example, 'running' becomes 'run' after lemmatization.

  • Answered by AI
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
Not Selected
Round 1 - Group Discussion 

Discussion on Gradient, SGD, K Mean ++, Silhouette Score, How to Handle High Variation Data,
Coding asked to code KNN, Hyper-Parameter Tuning, Two Difficult Questions on Coding...DSA Based Stumped on Those.

Verdict... Not Selected

Round 2 - Coding Test 

Simple Coding No Chat GPT Support Should Be There

Interview Preparation Tips

Interview preparation tips for other job seekers - Python DSA + Some Sort of Online TCS YouTube Videos.

I was interviewed before Sep 2020.

Round 1 - Coding Test 

(1 Question)

Round duration - 140 minutes
Round difficulty - Medium

Test timing was at 2:00 pm , it was conducted in a college and the environment was good for the test. Camera was a primary part of test, so no suspicious activity.

  • Q1. 

    Sum of Two Numbers Represented as Arrays

    Given two numbers in the form of two arrays where each element of the array represents a digit, calculate the sum of these two numbers and return this sum as an ar...

  • Ans. 

    Given two numbers represented as arrays, calculate their sum and return the result as an array.

    • Iterate through the arrays from right to left, adding digits and carrying over if necessary

    • Handle cases where one array is longer than the other by considering the remaining digits

    • Ensure the final sum array does not have any leading zeros

  • Answered by AI
Round 2 - Face to Face 

Round duration - 20 minutes
Round difficulty - Easy

The round was conducted at around 12 p.m. I was called at the college location and then it was conducted. The interviewer was quite polite and frank.

Round 3 - HR 

Round duration - 8 minutes
Round difficulty - Easy

This round was conducted right after finishing and clearing the technical round at the same place and on the same day.

Interview Preparation Tips

Eligibility criteriaAbove 60 %Wipro Limited interview preparation:Topics to prepare for the interview - OOPS, Data Structures, Database Concepts, Coding problemsTime required to prepare for the interview - 2-3 monthsInterview preparation tips for other job seekers

Tip 1 : Practice atleast 2-3 Coding problems daily so your logic building becomes stronger.
Tip 2 : Exercise problems based on OOPS concepts and others too.
Tip 3 : If you can have your own project built, then it's the major point and will act as a plus point.

Application resume tips for other job seekers

Tip 1 : Your resume should be in standard form, short and simple will be more effective.
Tip 2 : Whatever you have learned, you need to mention it in your resume as that will be your primary source of selection and having project on your resume is important.

Final outcome of the interviewSelected

Skills evaluated in this interview

I applied via Naukri.com and was interviewed before Apr 2020. There were 5 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Basic questions only ... regarding job and experience

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident ... always say the truth ... never try to fake your details

I applied via Campus Placement and was interviewed before Jan 2020. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. First question in hr interview is tell about yourself then the hr asked questions what I mentioned in my resume. So put the information in resume what you known well. My unique talent is I'm a stage spea...

Interview Preparation Tips

Interview preparation tips for other job seekers - Be bold, be confident, don't put irrelevant information in your resume update yourself relating to your studies

I applied via Campus Placement and was interviewed before Feb 2020. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Hr

Interview Preparation Tips

Interview preparation tips for other job seekers - You should be true to what you are putting before the interviewer . Try to put your ideas Add something you did well in your career like in projects /research which you know very well and versed in concepts about it for open interview so that interviewer can get bandwidth where he can ask questions from. This is simply a key .
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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

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Interview experience

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Good
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