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Senseforth Interview Questions and Answers

Updated 24 Feb 2024
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9 Interview questions

A NLP Engineer was asked
Q. What is text embedding?
Ans. 

Text embedding is a technique to convert text data into numerical vectors for machine learning models.

  • Text embedding captures semantic meaning of words in a continuous vector space.

  • Popular methods include Word2Vec, GloVe, and BERT.

  • Embeddings can be pre-trained or learned from scratch depending on the task.

  • They are used in NLP tasks like sentiment analysis, text classification, and machine translation.

View all NLP Engineer interview questions
A RND Engineer was asked
Q. How would you build an airline system to recommend all possible routes from city 1 to city 2, including direct routes and routes with connecting cities, given only data on whether two cities are connected?
Ans. 

Build an airline system to recommend routes from city 1 to city 2 with direct and connecting flights.

  • Create a graph with cities as nodes and connections as edges

  • Use Dijkstra's algorithm to find shortest path between city 1 and city 2

  • For connecting flights, find all possible paths with one or more stops

  • Sort and recommend routes based on total distance and number of stops

View all RND Engineer interview questions
A RND Engineer was asked
Q. What is layer normalization in FFNs?
Ans. 

Layer normalisation is a technique used to normalise the inputs to each layer of a feedforward neural network.

  • It is similar to batch normalisation but normalises the inputs to each layer instead of the entire batch.

  • It helps in reducing the internal covariate shift problem.

  • It can be applied to any type of activation function.

  • It is particularly useful in recurrent neural networks.

  • Example: LayerNorm in PyTorch.

View all RND Engineer interview questions
A RND Engineer was asked
Q. Write a Python function that takes a string input and returns all possible combinations of characters in that string, excluding combinations with repeated letters. For example, if the input is 'abc', the ou...
Ans. 

This function takes a string input and returns all possible combinations of characters in that string without repeated letters.

  • Use the itertools module to generate all possible permutations of the string.

  • Filter out the permutations that have repeated letters using a set.

  • Convert the filtered permutations into a list of strings.

View all RND Engineer interview questions
A Project Manager was asked
Q. What is the project life cycle, or what are the different phases in a project?
Ans. 

The project life cycle consists of initiation, planning, execution, monitoring and control, and closure.

  • Initiation: Defining the project scope, objectives, and stakeholders.

  • Planning: Developing a detailed project plan, including timelines, budget, and resources.

  • Execution: Implementing the project plan and completing the work.

  • Monitoring and Control: Tracking progress, identifying and managing risks, and making nece...

View all Project Manager interview questions
A Project Manager was asked
Q. What is a WBS (Work Breakdown Structure)?
Ans. 

A WBS is a hierarchical breakdown of project deliverables into smaller, manageable components.

  • WBS is used to organize and define the scope of a project

  • It breaks down the project into smaller, more manageable components

  • Each component is called a work package

  • The WBS is hierarchical, with the top level being the project deliverable and the lower levels being the work packages

  • It helps in estimating project costs, time...

View all Project Manager interview questions
A Project Manager was asked
Q. What do you know about effort estimation and how is it done?
Ans. 

Effort estimation is the process of predicting the amount of time, resources, and cost required to complete a project or task.

  • Effort estimation is crucial for project planning and management.

  • It involves breaking down the project into smaller tasks and estimating the time and resources required for each task.

  • Various techniques can be used for effort estimation, such as expert judgment, historical data analysis, and...

View all Project Manager interview questions
Are these interview questions helpful?
A RND Engineer was asked
Q. Why does optimisers exist in feed-forward networks(FFNs)? (based on my answer that is to update weights) why does so many optimisers exist, if all that they need to do is to update weights, why does so many...
Ans. 

Optimizers exist in FFNs to update weights, but many exist due to different optimization techniques and trade-offs.

  • Different optimizers use different optimization techniques such as momentum, adaptive learning rates, and regularization.

  • Optimizers have different trade-offs such as convergence speed, generalization, and robustness to noisy data.

  • The choice of optimizer depends on the specific problem and data set.

  • Exa...

View all RND Engineer interview questions
A NLP Engineer was asked
Q. Challenges in project
Ans. 

One of the challenges in the project was integrating multiple NLP models with different architectures.

  • Ensuring compatibility and consistency between models

  • Handling different input formats and output structures

  • Optimizing performance and computational resources

  • Addressing potential conflicts or biases between models

View all NLP Engineer interview questions

Senseforth Interview Experiences

3 interviews found

NLP Engineer Interview Questions & Answers

user image Anonymous

posted on 24 Feb 2024

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Challenges in project
  • Ans. 

    One of the challenges in the project was integrating multiple NLP models with different architectures.

    • Ensuring compatibility and consistency between models

    • Handling different input formats and output structures

    • Optimizing performance and computational resources

    • Addressing potential conflicts or biases between models

  • Answered by AI
  • Q2. What is text embedding?
  • Ans. 

    Text embedding is a technique to convert text data into numerical vectors for machine learning models.

    • Text embedding captures semantic meaning of words in a continuous vector space.

    • Popular methods include Word2Vec, GloVe, and BERT.

    • Embeddings can be pre-trained or learned from scratch depending on the task.

    • They are used in NLP tasks like sentiment analysis, text classification, and machine translation.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - In depth NLP knowledge tested.

RND Engineer Interview Questions & Answers

user image Anonymous

posted on 17 Jun 2022

I applied via Recruitment Consulltant and was interviewed in Jan 2022. There were 2 interview rounds.

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 tips
Round 2 - Technical 

(6 Questions)

  • Q1. (based on my introduction) How does transformers work? what powers them and what’s inside?
  • Q2. What is the purpose of activation functions? (after my answer that to introduce non-linearity), if that’s the case, why there are very less activation functions available? why can’t any function be an acti...
  • Q3. Why does optimisers exist in feed-forward networks(FFNs)? (based on my answer that is to update weights) why does so many optimisers exist, if all that they need to do is to update weights, why does so man...
  • Ans. 

    Optimizers exist in FFNs to update weights, but many exist due to different optimization techniques and trade-offs.

    • Different optimizers use different optimization techniques such as momentum, adaptive learning rates, and regularization.

    • Optimizers have different trade-offs such as convergence speed, generalization, and robustness to noisy data.

    • The choice of optimizer depends on the specific problem and data set.

    • Examples...

  • Answered by AI
  • Q4. What is layer normalisation in FFNs?
  • Ans. 

    Layer normalisation is a technique used to normalise the inputs to each layer of a feedforward neural network.

    • It is similar to batch normalisation but normalises the inputs to each layer instead of the entire batch.

    • It helps in reducing the internal covariate shift problem.

    • It can be applied to any type of activation function.

    • It is particularly useful in recurrent neural networks.

    • Example: LayerNorm in PyTorch.

  • Answered by AI
  • Q5. You are to build an airline system to recommend all possible routes from city 1 to city 2, direct routes and routes with connecting other cities. and all the data you have available is if two cities are co...
  • Ans. 

    Build an airline system to recommend routes from city 1 to city 2 with direct and connecting flights.

    • Create a graph with cities as nodes and connections as edges

    • Use Dijkstra's algorithm to find shortest path between city 1 and city 2

    • For connecting flights, find all possible paths with one or more stops

    • Sort and recommend routes based on total distance and number of stops

  • Answered by AI
  • Q6. Write a python function that takes a string input and returns all possible combinations of characters in that string and not include the combinations with repeated letters. for ex, input is ‘abc’, outputs ...
  • Ans. 

    This function takes a string input and returns all possible combinations of characters in that string without repeated letters.

    • Use the itertools module to generate all possible permutations of the string.

    • Filter out the permutations that have repeated letters using a set.

    • Convert the filtered permutations into a list of strings.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - be prepared very well. prepare well. prepare well.

Skills evaluated in this interview

I applied via Recruitment Consultant and was interviewed before Nov 2019. There were 3 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. What do you know about the effort estimation and how it is done?
  • Ans. 

    Effort estimation is the process of predicting the amount of time, resources, and cost required to complete a project or task.

    • Effort estimation is crucial for project planning and management.

    • It involves breaking down the project into smaller tasks and estimating the time and resources required for each task.

    • Various techniques can be used for effort estimation, such as expert judgment, historical data analysis, and para...

  • Answered by AI
  • Q2. What is a WBS (Work Break Down Structure) ?
  • Ans. 

    A WBS is a hierarchical breakdown of project deliverables into smaller, manageable components.

    • WBS is used to organize and define the scope of a project

    • It breaks down the project into smaller, more manageable components

    • Each component is called a work package

    • The WBS is hierarchical, with the top level being the project deliverable and the lower levels being the work packages

    • It helps in estimating project costs, time and ...

  • Answered by AI
  • Q3. What was the most challenging situation in a project and how did you handled it?
  • Q4. What is the project life cycle or different phases in a project?
  • Ans. 

    The project life cycle consists of initiation, planning, execution, monitoring and control, and closure.

    • Initiation: Defining the project scope, objectives, and stakeholders.

    • Planning: Developing a detailed project plan, including timelines, budget, and resources.

    • Execution: Implementing the project plan and completing the work.

    • Monitoring and Control: Tracking progress, identifying and managing risks, and making necessary...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Gaining theoretical knowledge abut project management helps a lot in the interview.

Skills evaluated in this interview

Top trending discussions

View All
Interview Tips & Stories
1w (edited)
a team lead
Why are women still asked such personal questions in interview?
I recently went for an interview… and honestly, m still trying to process what just happened. Instead of being asked about my skills, experience, or how I could add value to the company… the questions took a totally unexpected turn. The interviewer started asking things like When are you getting married? Are you engaged? And m sure, if I had said I was married, the next question would’ve been How long have you been married? What does my personal life have to do with the job m applying for? This is where I felt the gender discrimination hit hard. These types of questions are so casually thrown at women during interviews but are they ever asked to men? No one asks male candidates if they’re planning a wedding or how old their kids are. So why is it okay to ask women? Can we please stop normalising this kind of behaviour in interviews? Our careers shouldn’t be judged by our relationship status. Period.
Got a question about Senseforth?
Ask anonymously on communities.

Interview questions from similar companies

I applied via Referral and was interviewed before Nov 2020. There were 3 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. Related to work profile
  • Q2. Related to interests

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident, go well groomed

I appeared for an interview before Jun 2016.

Interview Questionnaire 

1 Question

  • Q1. Java related questions on Oops concept and Multithreading

Interview Preparation Tips

Round: Test
Experience: Simple aptitude and reasoning questions little java based programming
Tips: Basic programming knowledge and good aptitude
Duration: 1 hour
Total Questions: 60

Round: Technical Interview
Experience: Normal questions on Java, basic programming questions like reverse no. , String related and logical coding
Tips: What u mentioned on your resume go through that only, they will not ask apart from your resume

Skills: How Well You Are Able To Communicate What You Wanted To Tell, Programming
College Name: SRCEM

I appeared for an interview before Aug 2016.

Interview Preparation Tips

Round: Resume Shortlist
Experience: I am vinothkumar from Dindugal, I was studied computer engineering in Madurai institute of engineering and technology at sivagangai, I am quality controller in RR DONNELLY at Chennai, my experience 2 years, my family staying in native, my father palanichami he is a former, my mother tamilselvi she is home maker and my one yelder brother Vijayakumar he is driver, I am interested area software engineer, my hobbies are listening music, reading book and news paper, playing and watching cricket
Tips: No comments

Round: Test
Experience: I am vinothkumar from Dindugal, I was studied computer engineering in Madurai institute of engineering and technology at sivagangai, I am quality controller in RR DONNELLY at Chennai, my experience 2 years, my family staying in native, my father palanichami he is a former, my mother tamilselvi she is home maker and my one yelder brother Vijayakumar he is driver, I am interested area software engineer, my hobbies are listening music, reading book and news paper, playing and watching cricket
Tips: No comments
Total Questions: 15

Round: Test
Experience: See my mentality
Tips: No comments
Duration: 45 minutes

Round: Group Discussion
Experience: Communication
Tips: No comments

Skills: Communication And Confidence

I applied via Campus Placement and was interviewed before Sep 2019. There were 5 interview rounds.

Interview Questionnaire 

8 Questions

  • Q1. What were you stressed last time?
  • Ans. 

    I felt stressed last month while managing a tight project deadline and coordinating with multiple stakeholders.

    • Tight deadlines: I had to deliver a project report within a week, which usually takes two weeks.

    • Stakeholder communication: Coordinating with different teams created confusion and misalignment.

    • Work-life balance: I struggled to maintain my personal time due to extended work hours.

  • Answered by AI
  • Q2. Explain C language to a non technical person?
  • Ans. 

    C is a programming language used to create software and operating systems.

    • C is a low-level language that allows direct access to computer hardware.

    • It is used to create efficient and fast programs.

    • C is the foundation for many other programming languages such as C++, Java, and Python.

    • Examples of C programs include operating systems, device drivers, and video games.

  • Answered by AI
  • Q3. Why you want to join XenonStack?
  • Ans. 

    I am drawn to XenonStack for its innovative approach to technology and commitment to driving impactful business solutions.

    • XenonStack's focus on cutting-edge technologies like AI and cloud computing aligns with my passion for innovation.

    • The company's commitment to data-driven decision-making resonates with my analytical skills and experience in data analysis.

    • I admire XenonStack's collaborative culture, which fosters tea...

  • Answered by AI
  • Q4. Why should we hire your?
  • Ans. 

    I bring a unique blend of analytical skills, industry knowledge, and a passion for problem-solving that aligns with your team's goals.

    • Proven track record in data analysis: Successfully improved operational efficiency by 20% in my previous role through data-driven insights.

    • Strong communication skills: Effectively collaborated with cross-functional teams to gather requirements and deliver actionable solutions.

    • Adaptabilit...

  • Answered by AI
  • Q5. What are your weekness?
  • Ans. 

    I tend to be overly detail-oriented, which can slow down my decision-making process at times.

    • I often spend too much time on data analysis, which can delay project timelines. For example, in a recent project, I took extra time to ensure every data point was accurate, which pushed back our delivery date.

    • I sometimes struggle with delegating tasks because I want to ensure everything is done perfectly. This was evident when...

  • Answered by AI
  • Q6. Introduce yourself?
  • Ans. 

    I am a detail-oriented Business Analyst with a passion for data-driven decision-making and a strong background in project management.

    • Over 5 years of experience in business analysis across various industries, including finance and healthcare.

    • Skilled in gathering and analyzing requirements, as demonstrated in a project where I improved a client's reporting process by 30%.

    • Proficient in using tools like SQL and Tableau for...

  • Answered by AI
  • Q7. Asked about project i have done
  • Q8. Your Hobbies
  • Ans. 

    My hobbies include hiking, photography, and cooking.

    • Hiking: I enjoy exploring nature trails and challenging myself physically.

    • Photography: I love capturing beautiful moments and landscapes through my camera lens.

    • Cooking: I find joy in experimenting with new recipes and creating delicious meals for my friends and family.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - It was a smartness test. How to tackle things. How you aproch or deal with senior. Also you need to know deep basics of technical things.
Don't lie in any way.
Say no to things ypu don't know about.

Skills evaluated in this interview

Are these interview questions helpful?

Interview Questionnaire 

1 Question

  • Q1. Difference between for and for each
  • Ans. 

    For loop is used for iterating over a range of values while for each loop is used for iterating over elements of an array.

    • For loop is used when the number of iterations is known beforehand.

    • For each loop is used when the number of iterations is not known beforehand.

    • For loop can be used with any iterable object.

    • For each loop can only be used with arrays and other iterable objects.

    • For loop uses an index variable to access...

  • Answered by AI

I applied via Naukri.com and was interviewed in Sep 2020. There were 3 interview rounds.

Interview Questionnaire 

5 Questions

  • Q1. Which collection class is used to represent key-value pairs?
  • Ans. 

    The HashMap class is used to represent key-value pairs in Java.

    • HashMap is a part of the Java Collections Framework.

    • It allows null values and only one null key.

    • It provides constant-time performance for basic operations like get and put.

    • Example: HashMap<String, Integer> map = new HashMap<>();

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

    Abstraction is the process of simplifying complex systems by focusing on essential details and hiding unnecessary complexities.

    • Abstraction allows us to create models or representations of real-world objects or systems in software.

    • It helps in managing complexity by breaking down a system into smaller, more manageable parts.

    • Abstraction provides a level of indirection, allowing changes to be made in one part of the system...

  • Answered by AI
  • Q3. Why is try-catch used in JAVA?
  • Ans. 

    try-catch is used in Java to handle exceptions and prevent program crashes.

    • try-catch blocks are used to catch and handle exceptions that may occur during program execution.

    • It allows the program to gracefully handle errors and prevent the program from crashing.

    • The try block contains the code that may throw an exception, and the catch block handles the exception.

    • Multiple catch blocks can be used to handle different types...

  • Answered by AI
  • Q4. Which statement will we use if we want to select a statement based on integer inputs?
  • Ans. 

    The statement to use for selecting based on integer inputs is the 'switch' statement.

    • The 'switch' statement allows for multiple cases to be evaluated based on the value of an integer input.

    • Each case represents a possible value of the input, and the corresponding code block is executed if the value matches.

    • The 'switch' statement also provides a 'default' case which is executed if none of the cases match the input value.

    • ...

  • Answered by AI
  • Q5. Explain your project.

Interview Preparation Tips

Interview preparation tips for other job seekers - Stick to basic concepts
Prepare a good project

Skills evaluated in this interview

Interview Questionnaire 

3 Questions

  • Q1. 1. Assignment
  • Q2. 2. Bunch of python questions.
  • Q3. 3. coding questions.

Interview Preparation Tips

Interview preparation tips for other job seekers - Be clear with basics.

Senseforth Interview FAQs

How many rounds are there in Senseforth interview?
Senseforth interview process usually has 1-2 rounds. The most common rounds in the Senseforth interview process are One-on-one Round, Resume Shortlist and Technical.
How to prepare for Senseforth 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 Senseforth. The most common topics and skills that interviewers at Senseforth expect are Natural Language Processing, Big Data, Clinical SAS Programming, Data Analytics and Data Modeling.
What are the top questions asked in Senseforth interview?

Some of the top questions asked at the Senseforth interview -

  1. you are to build an airline system to recommend all possible routes from city 1...read more
  2. why does optimisers exist in feed-forward networks(FFNs)? (based on my answer t...read more
  3. write a python function that takes a string input and returns all possible comb...read more

Tell us how to improve this page.

Overall Interview Experience Rating

5/5

based on 1 interview experience

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Senseforth Reviews and Ratings

based on 14 reviews

3.4/5

Rating in categories

2.4

Skill development

2.9

Work-life balance

2.9

Salary

3.1

Job security

3.1

Company culture

2.6

Promotions

2.6

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