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Infocusp Machine Learning Engineer Interview Questions and Answers

Updated 12 Dec 2024

Infocusp Machine Learning Engineer Interview Experiences

3 interviews found

Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
2-4 weeks
Result
-

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

Round 1 - Technical 

(4 Questions)

  • Q1. Why did you choose Yolo over two-stage detectors?
  • Ans. 

    Chose Yolo for its real-time processing speed and simplicity compared to two-stage detectors.

    • Yolo is faster than two-stage detectors as it processes the image in a single pass

    • Yolo is simpler to implement and train compared to two-stage detectors like Faster R-CNN

    • Yolo is more suitable for real-time applications where speed is crucial, such as autonomous driving or video surveillance

  • Answered by AI
  • Q2. What was your recent project?
  • Ans. 

    Developed a machine learning model to predict customer churn for a telecom company.

    • Used Python and scikit-learn for data preprocessing and model building

    • Performed feature engineering to extract relevant information from customer data

    • Evaluated model performance using metrics like accuracy, precision, and recall

  • Answered by AI
  • Q3. Implement IOU function
  • Ans. 

    Implement IOU function for evaluating object detection models.

    • Calculate the area of overlap between two bounding boxes.

    • Calculate the area of union between two bounding boxes.

    • Divide the area of overlap by the area of union to get IOU.

    • IOU = Area of Overlap / Area of Union

    • Example: Bounding Box 1 (x1, y1, x2, y2) = (0, 0, 4, 4), Bounding Box 2 (x1, y1, x2, y2) = (2, 2, 6, 6)

  • Answered by AI
  • Q4. Implement Dataset for object detection
  • Ans. 

    Implementing a dataset for object detection involves collecting and labeling images with bounding boxes around objects of interest.

    • Collect a diverse set of images containing the objects you want to detect

    • Label the objects in the images with bounding boxes to indicate their location

    • Split the dataset into training, validation, and test sets for model evaluation

    • Augment the dataset by applying transformations like rotation...

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Infocusp Machine Learning Engineer interview:
  • resume
  • Deep Learning

Skills evaluated in this interview

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 Jun 2024. There was 1 interview round.

Round 1 - HR 

(1 Question)

  • Q1. Why do you want to join infocusp?

Machine Learning Engineer Interview Questions Asked at Other Companies

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Q5. What is over-fitting and under-fitting? How do you deal with it?
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
-
Result
-

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

Round 1 - Coding Test 

There were two Python questions, difficulty level was average.

Interview questions from similar companies

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

Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.

Software Engineer Interview Questions & Answers

Samsung user image Shubham Srivastava

posted on 5 Feb 2016

Interview Preparation Tips

Round: Test
Experience: Written round: One programming question of 3 hours duration.All test cases were to passed.
Duration: 3 hours minutes
Total Questions: 1

Round: Technical Interview
Experience:
There were two rounds : tech PI and HR round.
A.Tech. PI: Firstly,interviewer went through my whole resume.He started asking questions from project done during summer internship.Questions were:
1.What is he project about?
2.Difference between 3G and 4G.
3.What is the aim of this research internship?
4.How much was i able to complete in two months?(I told that i am continuing as major project,since in two months time i could not get desired result).

Then, he went onto programming language i was comfortable. I answered C.
1.sizeof("shubham")
strlen("shubham")
I was asked to write output.Output would be 8 and 7. He asked why. Basic concepts should be clear.
2.Storage Classes in C-asked me concept and gave some questions to write output.
3.Constant pointers and pointers to constant. Asked to write output of snippets he gave.
4.malloc,caloc,realloc,free-syntax
5.Questions on pointers.

Basic concepts of let us C were asked mostly,that book is enough . Also see, GEEKSFORGEEKS, C section.

Operating System: Mutex and Semaphore,critical Section, Scheduling algorithms, Producer-Consumer Problem.
(Data Structures was not asked to me but others.)

Puzzles:
1. Maximum run a batsman can make in 50 overs.
2.There are 10 coins. 5 face head side and 5 as tail. You are blind folded.Make two piles of equal number of coins such that number of head in equal in both the piles.
Assumption:You can flip coin any number of times.

Question: Why do you want to join Samsung ,though placed in other company?

Questions: Any plans of future studies. I answered 'NO' only job.

Last question: Any question I would like to ask them. I asked what work would be doing in R&D. He explained me a lot of things.
Tips: 1.Be thorough with your project(done during internship or training) . You should be able to answer almost all the questions.
2.Study operating system very well if you plan to sit in samsung R&D.
3.Data structures and any one programming language.
4.Prepare puzzles as it can be asked by anyone. See programmerinterview.com etc.
5.Refer samsung archives of GEEKSFORGEEKS . Interview questions were mostly covering those.

Round: HR Interview
Experience: 1.Introduce yourself.
2.How would your friends describe you?
3.Tell the recent experiences of which makes you initiative.(i told that i am initiative,then he asked that question. So be ready with the examples,when u say any of your qualities.)
4.What is your weakness?
5.Puzzles.He asked me to fill the numbers from 1 to 8 in these 8 boxes, one number exactly once, such that no two consecutive elements are
adjacent(diagonally, horizontally or vertically) to each other.

-----/
6.Which places in India have you been?


Skills: Solving Logic Puzzles, Basic C/C++, Data Structures, Operating Systems
College Name: NIT Raipur

Interview Questionnaire 

13 Questions

  • Q1. ISO / OSI Model all layers
  • Ans. 

    The ISO/OSI model is a conceptual framework that standardizes the functions of a communication system into seven layers.

    • The ISO/OSI model stands for International Organization for Standardization/Open Systems Interconnection model.

    • It is a layered model that helps in understanding and designing network protocols.

    • The seven layers are: Physical, Data Link, Network, Transport, Session, Presentation, and Application.

    • Each la...

  • Answered by AI
  • Q2. Socket Programming
  • Q3. Linux : How to lock a file
  • Ans. 

    To lock a file in Linux, use the flock command or the fcntl system call.

    • The flock command can be used to lock a file by acquiring an exclusive or shared lock.

    • The fcntl system call can be used to lock a file by setting the F_SETLK or F_SETLKW command.

    • Locking a file prevents other processes from modifying or accessing it until the lock is released.

    • Locking can be done at the file level or at specific regions within a file...

  • Answered by AI
  • Q4. ACID property
  • Q5. Binary Search
  • Q6. Testing
  • Q7. Normalizaton
  • Q8. CSS Full form . Why we use CSS in HTML page
  • Ans. 

    CSS stands for Cascading Style Sheets. It is used to style the appearance of HTML elements on a webpage.

    • CSS helps in separating the content of a webpage from its design, making it easier to maintain and update.

    • It allows for consistent styling across multiple pages of a website.

    • CSS can be used to control layout, colors, fonts, and other visual aspects of a webpage.

    • It enables responsive design, making websites adapt to d...

  • Answered by AI
  • Q9. How to find a loop in linked list
  • Ans. 

    To find a loop in a linked list, we can use the Floyd's cycle-finding algorithm.

    • Use two pointers, one moving at a speed of one node at a time and the other at a speed of two nodes at a time.

    • If there is a loop, the two pointers will eventually meet at the same node.

    • To find the starting point of the loop, move one pointer back to the head and then move both pointers at a speed of one node at a time.

    • The point where they m...

  • Answered by AI
  • Q10. OOps Concept
  • Q11. Projects
  • Q12. Your interests
  • Ans. 

    I enjoy exploring new technologies, solving complex problems, and collaborating with others to create innovative solutions.

    • Exploring new technologies

    • Solving complex problems

    • Collaborating with others

    • Creating innovative solutions

  • Answered by AI
  • Q13. How do you see software industry after 10 years

Interview Preparation Tips

Round: Test
Experience: 1. Aptitute

2. DS & C : Maninly queue , Dequeue and linked list

3. C++ : Theory part

4. Network : OSI Layer's working

College Name: NA

Skills evaluated in this interview

Senior Engineer Interview Questions & Answers

HP India user image Abhishek Bandejia

posted on 5 Feb 2015

Interview Questionnaire 

2 Questions

  • Q1. Coding questions on data structures and oops
  • Q2. Various questions on cv, projects, por's, etc

Interview Preparation Tips

Round: Test
Experience: Questions were normal like any other aptitude or coding tests.
Tips: Time given was enough for other sections but you need to hurry a little in aptitude part.
Duration: 60 minutes
Total Questions: 60

Round: Technical Interview
Experience: The questions were basic, some where well known like reversing a link list using recursion, designing of car parking lot using concept of oops, find tree height/diameter, etc.
Tips: 1. They ask you to write complete code on paper. This sometimes turn out to be a challenging task when you don't have compiler to correct you on basic things. Practice writing codes on paper.
2. They surely ask questions on oops, like polymorphism, inheritance, etc. besides their definition, also practice writing sudo codes to explain them

Round: HR Interview
Experience: Mainly i was asked questions on my internship experience and POR's.
Tips: They will try to grill you on some questions like 'Why we should hire you?', have a clear reason in your mind. Your other answers should not contradict with your reasons

General Tips: I don't know about other colleges but HP recruits small number of students from my university. Coding questions were average level and can easily be tackled. Many students were rejected after HR interview so don't take it lightly. They do grill you in a very good style if they are in doubt about your selection
Skills: willingness, Enthusiasm, Coding skills, Aptitude skills
College Name: IIT Guwahati

Interview Preparation Tips

Round: Test
Experience: The first consisted of an online test which had an aptitude section which was pretty simply and then a programming section consisting of three different programs. The programs were logical required basic knowledge of array, sorting and a little bit of data structures.

Round: Technical Interview
Experience: Around 13 of us were shortlisted for the interview round, B.Tech and M.Tech included. The interview round was mostly interactive, where we had to mention about the various interns that we went through. A few programming questions were asked based on topics which we were comfortable with.
Tips: Just get used to coding, data structures and basic aptitude. GRE preparation as such helped me.

Round: HR Interview
Experience: Finally there was a HR round in which I was asked as to why I would like to work in Samsung R&D and general things about interests and future plans. On the whole Samsung took 3 B.Tech students and 2 M.Tech students when they came for placements apart from PPOs.

General Tips: Personally I feel that one should apply in only those companies in which they are sure of having job satisfaction. So don't apply to companies which you are not interested in just for the sake of having a backup because once you are placed you do not have a second chance.
Do not get dejected if you do not get through in the first few tries. Keep your hopes up and be confident when ever you get to interview rounds. Try to be assertive when giving answers. It is some times exhausting to go through placements but the moment you get placed you will have the best feeling ever.
Skill Tips: Just chill and take the test. Once you clear the online test, irrespective of your pointer if you have a good profile you can convince the interviewers.
Skills:
College Name: NIT Surathkal

I was interviewed in Sep 2016.

Interview Preparation Tips

Round: Test
Experience: There was an online test having 3 section, one for aptitude testing, one for logical testing and the last one for technical testing.
Aptitude and logical questions were very basic.
Technical questions included : C C++ Java DS DBMS DAA
Tips: For aptitude and logical part, you need to prepare regularly. Nothing comes out of the box, but you just have to be quick in solving the questions.
For the technical part, prepare well by revising your course materials. Basic one word questions are asked.
Duration: 1 hour
Total Questions: 60

Round: Coding
Experience: This round consists of multiple sets of coding. One question per paper. It's on your luck, which question you'll get. Also,net is allowed. You have to complete the code and show it to the invigilator.
Tips: This round is generally not there in placement drives of DELL. It is on your luck.

Skills: Communication, Data Structures, Basic Knowledge Of DBMS
College Name: Manipal University Jaipur

Interview Preparation Tips

Round: Test
Experience: Objective based questions covering general aptitude, c programming, algorithms, os, dbms, software engineering

Round: HR Interview
Experience: Candidates are eliminated after each round of interviews. Number of interviews varies from candidate to candidate. However 1 HR and 1 Tech interview is compulsory. Some may have separate tech and coding interviews.

General Tips: The 1st round aptitude paper is not too tough but ensures that not everyone is able to clear the cutoff.
In the tech interview programming questions were easy but OS questions are tricky and interviewer is looking for a candidate with a solid basics.
Skill Tips: Try to score as much as you can in the 1st written round. If you have a good score it will help you during the interviews. Try to score as much as you can in the 1st written round. If you have a good score it will help you during the interviews.
Do not spend too much effort on coding questions. Instead focus on fundamentals of OS, DBMS concepts like paging, threading, system calls etc
Skills:
College Name: NIT Surathkal

Infocusp Interview FAQs

How many rounds are there in Infocusp Machine Learning Engineer interview?
Infocusp interview process usually has 1 rounds. The most common rounds in the Infocusp interview process are Coding Test, HR and Technical.
How to prepare for Infocusp Machine Learning Engineer 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 Infocusp. The most common topics and skills that interviewers at Infocusp expect are Artificial Intelligence, Deep Learning and Machine Learning.
What are the top questions asked in Infocusp Machine Learning Engineer interview?

Some of the top questions asked at the Infocusp Machine Learning Engineer interview -

  1. Why did you choose Yolo over two-stage detecto...read more
  2. Implement Dataset for object detect...read more
  3. Implement IOU funct...read more

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Infocusp Machine Learning Engineer Interview Process

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