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Intuit Software Engineer Intern Trainee Interview Questions and Answers

Updated 20 Dec 2024

Intuit Software Engineer Intern Trainee Interview Experiences

1 interview found

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I was interviewed before Dec 2023.

Round 1 - Technical 

(6 Questions)

  • Q1. Write code for stack operations
  • Ans. 

    Code for stack operations in C++ using array

    • Declare an array to store stack elements

    • Implement push operation to add elements to the top of the stack

    • Implement pop operation to remove elements from the top of the stack

    • Implement peek operation to view the top element without removing it

  • Answered by AI
  • Q2. Java 8 functionalities
  • Q3. Bubble sort
  • Q4. AWS technologies on which you worked
  • Ans. 

    I have worked on AWS technologies such as EC2, S3, Lambda, and RDS.

    • EC2 (Elastic Compute Cloud)

    • S3 (Simple Storage Service)

    • Lambda

    • RDS (Relational Database Service)

  • Answered by AI
  • Q5. HLD of project worked previously
  • Ans. 

    Designed a high-level architecture for a web-based project using microservices and RESTful APIs.

    • Utilized microservices architecture to break down the project into smaller, independent services.

    • Implemented RESTful APIs for communication between services.

    • Used a service discovery mechanism like Eureka or Consul for dynamic service registration and discovery.

    • Ensured scalability and fault tolerance by incorporating load bal...

  • Answered by AI
  • Q6. Craft demo on Authentication System with test cases. Enhancements that can be done in craft demo Why use hashing for encryption

Interview questions from similar companies

Software Engineer Interview Questions & Answers

Adobe user image Devendra Bendkhale

posted on 4 Dec 2015

Interview Questionnaire 

8 Questions

  • Q1. WRITE A GENERIC SWAP FUNCTION
  • Ans. 

    A generic swap function swaps two values of any data type.

    • The function should take two parameters of any data type.

    • Use a temporary variable to store the value of one parameter.

    • Assign the value of the second parameter to the first parameter.

    • Assign the value of the temporary variable to the second parameter.

  • Answered by AI
  • Q2. SEARCH AN ELEMENT IN ROTATED SORTED LINKLIST .
  • Ans. 

    Search for an element in a rotated sorted linked list.

    • Find the pivot point where the list is rotated.

    • Divide the list into two sublists based on the pivot point.

    • Perform binary search on the appropriate sublist.

    • Handle edge cases such as empty list and list with only one element.

  • Answered by AI
  • Q3. SEARCH AN ELEMENT IN ROTATED SORTED ARRAY. WRITED A CODE FOR IT
  • Ans. 

    Search an element in a rotated sorted array

    • Find the pivot point where the array is rotated

    • Divide the array into two sub-arrays based on pivot point

    • Perform binary search on the appropriate sub-array

    • Repeat until element is found or sub-array size is 1

  • Answered by AI
  • Q4. In an Array of size 95 contain numbers in range 1 to 100. each number is at max once in the array. find the 5 missing numbers in array between 1-100
  • Ans. 

    Find 5 missing numbers in an array of size 95 containing numbers in range 1 to 100.

    • Create a boolean array of size 100 and mark the present numbers

    • Iterate through the boolean array and find the missing numbers

    • Alternatively, use a HashSet to store the present numbers and find the missing ones

  • Answered by AI
  • Q5. Given sudoku as id array of size . in a given empty cell find the possible numbers that could be possible. Asked me to write code for it
  • Ans. 

    Given a Sudoku board, find possible numbers for an empty cell.

    • Iterate through empty cells and check possible numbers using row, column, and box constraints.

    • Use a set to keep track of possible numbers for each empty cell.

    • Return the set of possible numbers for the given empty cell.

  • Answered by AI
  • Q6. Given 4 unsigned integers find their integer average (eg. (2,2,2,3) => (2+2+2+3)/4 = 2) consider integer division ) without typecasting
  • Ans. 

    Find integer average of 4 unsigned integers without typecasting

    • Add all the integers and divide by 4

    • Use bit shifting to divide by 4

    • Handle overflow by using long long data type

    • Use unsigned int data type for input

  • Answered by AI
  • Q7. Write a code to identify wheter given processor is of 32 bit architecture or 64 bit architecture
  • Ans. 

    Code to identify 32 bit or 64 bit architecture of a processor

    • Check if the operating system is 32 bit or 64 bit

    • If OS is 32 bit, processor is 32 bit

    • If OS is 64 bit, check if processor supports 64 bit architecture

    • Use CPUID instruction to check if processor supports 64 bit architecture

  • Answered by AI
  • Q8. Convert a binary number into base 64 integer
  • Ans. 

    Convert binary number to base 64 integer

    • Divide the binary number into groups of 6 bits

    • Convert each group of 6 bits to decimal

    • Map the decimal value to the corresponding base 64 character

    • Concatenate the base 64 characters to form the final integer

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: SIMPLE CODING QUESTIONS SPEED MATTERS.
Duration: 60 minutes
Total Questions: 3

Skills: Analytics And Coding
College Name: IIT Guwahati

Skills evaluated in this interview

I was interviewed before Dec 2020.

Round 1 - Video Call 

(4 Questions)

Round duration - 60 minutes
Round difficulty - Easy

This was a 60 minute technical round involving questions based on data structures, OOPS concepts, DBMS and projects that I had mentioned in my resume.

  • Q1. 

    Nth Fibonacci Number Problem Statement

    Calculate the Nth term in the Fibonacci sequence, where the sequence is defined as follows: F(n) = F(n-1) + F(n-2), with initial conditions F(1) = F(2) = 1.

    Input:

    ...
  • Ans. 

    Calculate the Nth Fibonacci number efficiently using recursion or dynamic programming.

    • Implement a recursive function to calculate the Nth Fibonacci number.

    • Use memoization to store previously calculated Fibonacci numbers for efficiency.

    • Consider using dynamic programming to optimize the solution.

    • Handle edge cases such as N = 1 or N = 2 separately.

    • Ensure the solution works efficiently for large values of N (up to 10000).

  • Answered by AI
  • Q2. Can you provide a program demonstrating operator overloading in OOP?
  • Ans. 

    Operator overloading in OOP allows custom behavior for operators like +, -, *, etc.

    • Operator overloading is a feature in OOP that allows defining custom behavior for operators

    • Example: Overloading the + operator to concatenate strings or add two numbers

    • Example: Overloading the * operator to perform matrix multiplication

  • Answered by AI
  • Q3. What is function overloading?
  • Ans. 

    Function overloading is when multiple functions have the same name but different parameters or return types.

    • Allows multiple functions with the same name but different parameters or return types

    • Helps improve code readability and maintainability

    • Example: int add(int a, int b) and float add(float a, float b)

  • Answered by AI
  • Q4. What are the differences between C and C++?
  • Ans. 

    C is a procedural programming language while C++ is a multi-paradigm programming language with object-oriented features.

    • C is a procedural programming language while C++ supports both procedural and object-oriented programming.

    • C does not support classes and objects while C++ does.

    • C does not have built-in support for exception handling while C++ does.

    • C does not have namespaces while C++ does.

    • C does not have function over

  • Answered by AI
Round 2 - HR 

(1 Question)

Round duration - 45 minutes
Round difficulty - Easy

HR round that lasted for 45 minutes. Did brainstorming on puzzles and HR asked questions to know more about me.
Tips : During HR, think before you speak, they can catch any word that you speak. Prepare well for aptitude, as they shortlist less people after the test. Ask good questions during the end of the interviews. It might impress them. So prepare for it before going for the interview. Lastly, don’t be nervous, HRs are only trying to make you nervous during the interview as a part of the stress test.

  • Q1. How can you measure 45 minutes using two identical wires?

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPASAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

I was interviewed before Dec 2020.

Round 1 - Video Call 

(5 Questions)

Round duration - 60 minutes
Round difficulty - Medium

This was a 60 minute technical round where the interviewer asked programming based questions and questions on DBMS concepts.

  • Q1. 

    Maximum of All Subarrays of Size k

    Given an array of 'N' non-negative integers and an integer 'K', your task is to find the maximum elements for each subarray of size 'K'.

    Input:

    The first line contains...
  • Ans. 

    Find the maximum elements for each subarray of size 'K' in an array of non-negative integers.

    • Iterate through the array and maintain a deque to store the indices of elements in decreasing order.

    • Pop elements from the deque if they are out of the current window of size 'K'.

    • The front of the deque will always have the index of the maximum element in the current window.

  • Answered by AI
  • Q2. Can you explain the ACID properties in the context of database management systems?
  • Ans. 

    ACID properties are a set of properties that guarantee the reliability of transactions in database management systems.

    • Atomicity ensures that either all operations in a transaction are completed successfully or none of them are. For example, transferring money from one account to another should either be completed in full or not at all.

    • Consistency ensures that the database remains in a consistent state before and after ...

  • Answered by AI
  • Q3. What is write-ahead logging in DBMS?
  • Ans. 

    Write-ahead logging is a technique used in DBMS to ensure that changes are recorded in the log before they are applied to the database.

    • Write-ahead logging ensures that changes are first written to the log file before being applied to the database to maintain data integrity.

    • It helps in recovering the database in case of a system crash or failure by replaying the log entries to bring the database back to a consistent sta...

  • Answered by AI
  • Q4. What are the deadlock avoidance schemes?
  • Ans. 

    Deadlock avoidance schemes are strategies used to prevent deadlocks in a system.

    • Banker's algorithm: Ensures that the system will never enter an unsafe state by keeping track of available resources and only granting a request if it does not lead to a deadlock.

    • Wait-die and Wound-wait: Two deadlock prevention schemes used in transaction processing systems to avoid deadlocks by allowing transactions to wait or abort based ...

  • Answered by AI
  • Q5. What is a clustered index?
  • Ans. 

    A clustered index is a type of index that sorts and stores the data rows in the table based on their key values.

    • Defines the order in which data is physically stored in a table

    • Only one clustered index per table

    • Helps in improving the performance of queries that involve range searches or sorting

    • Example: Clustered index on a table's primary key

  • Answered by AI
Round 2 - Video Call 

(3 Questions)

Round duration - 60 minutes
Round difficulty - Easy

This was a 60 minute technical round where the interviewer asked data structure based questions, questions on OOPS and OS concepts.

  • Q1. What is a virtual function in C++?
  • Ans. 

    A virtual function in C++ is a function that is declared within a base class and is redefined by a derived class.

    • Virtual functions allow a function to be overridden in a derived class.

    • They are used in polymorphism to achieve runtime binding.

    • The base class function must be declared as virtual for dynamic binding to occur.

    • Example: virtual void display() = 0; // pure virtual function

  • Answered by AI
  • Q2. Can you explain the malloc() and free() operations in the context of memory management in C?
  • Ans. 

    malloc() is used to dynamically allocate memory in C, while free() is used to release allocated memory.

    • malloc() allocates a block of memory of specified size and returns a pointer to the beginning of the block.

    • free() deallocates the memory previously allocated by malloc() or calloc().

    • Example: int *ptr = (int*)malloc(5 * sizeof(int)); // Allocates memory for 5 integers

    • Example: free(ptr); // Deallocates the memory alloca

  • Answered by AI
  • Q3. What is structure padding?
  • Ans. 

    Structure padding is the concept of adding empty bytes to a structure to align its data members on memory boundaries.

    • Structure padding is done to optimize memory access and improve performance.

    • Padding is necessary because most processors require data to be aligned on specific memory boundaries for efficient access.

    • For example, if a structure contains a char followed by an int, padding may be added after the char to ali

  • Answered by AI
Round 3 - HR 

Round duration - 30 minutes
Round difficulty - Easy

HR based round that lasted for 30 minutes. The interviewer asked question to know more about me.

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPASAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

I was interviewed before Dec 2020.

Round 1 - Coding Test 

(1 Question)

Round duration - 90 minutes
Round difficulty - Easy

Online test had 6 parts-psychometric test, aptitude, logical, English, computer skills and 2 coding questions. Time given to us was 90 minutes. Paper was quite lengthy and of average difficulty level. I was able to complete all the sections, but only one coding question.

  • Q1. 

    Reverse the String Problem Statement

    You are given a string STR which contains alphabets, numbers, and special characters. Your task is to reverse the string.

    Example:

    Input:
    STR = "abcde"
    Output:
    "e...
  • Ans. 

    Reverse a given string containing alphabets, numbers, and special characters.

    • Iterate through the string from the end to the beginning and append each character to a new string.

    • Use built-in functions like reverse() or StringBuilder in languages like Python or Java for efficient reversal.

    • Handle special characters and numbers while reversing the string.

    • Ensure to consider the constraints provided in the problem statement.

    • T...

  • Answered by AI
Round 2 - Face to Face 

(6 Questions)

Round duration - 60 minutes
Round difficulty - Medium

Firstly the interviewer asked me to introduce myself after he introduced himself. Since i went there as experienced guy he asked me about my workings in the current company. After that,he asked some programming questions, tested my concepts of DBMS and OOPS, and some puzzles.

  • Q1. 

    BFS Traversal in a Graph

    Given an undirected and disconnected graph G(V, E) where V vertices are numbered from 0 to V-1, and E represents edges, your task is to output the BFS traversal starting from the ...

  • Ans. 

    BFS traversal in a disconnected graph starting from vertex 0.

    • Implement BFS algorithm to traverse the graph starting from vertex 0.

    • Explore neighbor nodes first before moving to the next level neighbors.

    • Consider the bidirectional nature of edges in an undirected graph.

    • Output the BFS traversal sequence for each test case in a separate line.

  • Answered by AI
  • Q2. 

    Prime Numbers Identification

    Given a positive integer N, your task is to identify all prime numbers less than or equal to N.

    Explanation:

    A prime number is a natural number greater than 1 that has no po...

  • Ans. 

    Identify all prime numbers less than or equal to a given positive integer N.

    • Iterate from 2 to N and check if each number is prime

    • Use the Sieve of Eratosthenes algorithm for efficient prime number identification

    • Optimize by only checking up to the square root of N for divisors

  • Answered by AI
  • Q3. What is BCNF (Boyce-Codd Normal Form) in database management systems?
  • Ans. 

    BCNF is a normal form in database management systems that ensures all determinants are candidate keys.

    • BCNF stands for Boyce-Codd Normal Form.

    • It is a stricter version of 3NF (Third Normal Form).

    • In BCNF, every determinant must be a candidate key.

    • It helps in reducing redundancy and anomalies in the database.

    • Example: If a table has columns A, B, and C, and A determines B and B determines C, then it is not in BCNF unless A

  • Answered by AI
  • Q4. What is the difference between C and C++?
  • Ans. 

    C is a procedural programming language while C++ is an object-oriented programming language with features like classes and inheritance.

    • C is a procedural programming language, while C++ is a multi-paradigm language with support for object-oriented programming.

    • C does not support classes and objects, while C++ does.

    • C uses structures for data organization, while C++ uses classes.

    • C does not have features like inheritance an...

  • Answered by AI
  • Q5. How can you make 3 cuts to divide a round cake into 8 equal pieces?
  • Q6. How can you calculate 45 minutes using only 2 candles?
Round 3 - Face to Face 

(2 Questions)

Round duration - 60 minutes
Round difficulty - Easy

Again 2nd round started with an introduction from both sides. Then he started asking questions from resume itself. Working in the current company and all the projects that i have done. Few simple puzzles, OOPs concepts (with proper explanation and coding) and some database related questions(questions were easy you just need to brush up the basics). Some keywords related questions from C,C++,Java(usual questions like static ,final, abstract etc.). That was the 2nd round. Then I was called for the 3rd Round. Before 3rd round they also served tasty lunch.

  • Q1. 

    Right View of Binary Tree

    Given a binary tree of integers, your task is to output the right view of the tree.

    The right view of a binary tree includes the nodes that are visible when the tree is observed...

  • Ans. 

    The task is to output the right view of a binary tree, which includes the nodes visible when observed from the right.

    • Traverse the tree level by level and keep track of the rightmost node at each level.

    • Use a queue for level order traversal and a map to store the rightmost nodes.

    • Print the values of the rightmost nodes stored in the map as the right view of the tree.

  • Answered by AI
  • Q2. You have 3 bulbs in one room and 3 switches in another room. The challenge is to determine which switch controls which bulb, with the constraint that you can only enter the bulb room once.
Round 4 - Face to Face 

(1 Question)

Round duration - 45 minutes
Round difficulty - Easy

After that he asked me what I knew about SAP and there products(Please do read all about SAP and there products-not all but at least some famous products like ERP). Then he asked me one puzzle.

  • Q1. You have 2 eggs and a building with 100 floors. What is the minimum number of attempts needed to find the highest floor from which an egg can be dropped without breaking?
Round 5 - Face to Face 

(1 Question)

Round duration - 45 minutes
Round difficulty - Easy

The round started with our Introduction to each other. After that interviewer asked me whether I do online shopping or not. I said yes then he asked me to design the online shopping portal using ER-Diagram . Then he asked me to create all the tables and populate it with data. Later on he asked me to normalize it. After all of this he asked me some simple puzzles and current salary and notice period. That was the 4th round.
After that I was asked to attend the final round and before 5th round they served snacks and tea to all of us.

  • Q1. Can you design an ER diagram for an online shopping portal?
  • Ans. 

    Yes, I can design an ER diagram for an online shopping portal.

    • Entities: User, Product, Order, Payment, Cart

    • Relationships: User places Order, Order contains Product, Payment for Order, User has Cart

    • Attributes: User (id, name, email), Product (id, name, price), Order (id, date), Payment (id, amount)

  • Answered by AI

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPASAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

I was interviewed before Dec 2020.

Round 1 - Coding Test 

(2 Questions)

Round duration - 60 minutes
Round difficulty - Easy

The test had a time limit. Every 10 minutes you had to do at least 4 questions. It was quite fast paced. The questions were from basic coding, aptitude and debugging.
Tips: Learn to be fast at coding. Practice a lot of aptitude questions. Have a decent knowledge of basic coding.

  • Q1. 

    Reverse Linked List Problem Statement

    Given a Singly Linked List of integers, your task is to reverse the Linked List by altering the links between the nodes.

    Input:

    The first line of input is an intege...
  • Ans. 

    Reverse a singly linked list by altering the links between nodes.

    • Iterate through the linked list and reverse the links between nodes

    • Use three pointers to keep track of current, previous, and next nodes

    • Update the next pointer of each node to point to the previous node

  • Answered by AI
  • Q2. 

    Longest Substring Without Repeating Characters Problem Statement

    Given a string S of length L, determine the length of the longest substring that contains no repeating characters.

    Example:

    Input:
    "abac...
  • Ans. 

    Find the length of the longest substring without repeating characters in a given string.

    • Use a sliding window approach to keep track of the longest substring without repeating characters.

    • Use a hashmap to store the index of each character as it appears in the string.

    • Update the start index of the window when a repeating character is found.

    • Calculate the maximum length of the substring as the window slides through the strin

  • Answered by AI
Round 2 - Face to Face 

(2 Questions)

Round duration - 60 minutes
Round difficulty - Easy

The interviewer started off by asking basic sorting questions. Followed by data structures and algorithms. And DBMS related questions in the end.
Tips: Have a good presence of mind. Understand the question asked properly. Be confident and keep discussing. Don't get nervous and solve the questions incorrectly. Have good grip over topics like sorting, DS, Algorithms and DBMS.

  • Q1. 

    LCA of Binary Tree Problem Statement

    You are given a binary tree consisting of distinct integers and two nodes, X and Y. Your task is to find and return the Lowest Common Ancestor (LCA) of these two nodes...

  • Ans. 

    Find the Lowest Common Ancestor (LCA) of two nodes in a binary tree.

    • Traverse the binary tree to find the paths from the root to nodes X and Y.

    • Compare the paths to find the last common node, which is the LCA.

    • Handle cases where one node is an ancestor of the other.

    • Consider edge cases like when X or Y is the root node.

    • Implement a recursive or iterative solution to find the LCA efficiently.

  • Answered by AI
  • Q2. 

    Next Permutation Problem Statement

    You are given a permutation of 'N' integers. A sequence of 'N' integers is considered a permutation if it includes all integers from 1 to 'N' exactly once. Your task is ...

  • Ans. 

    The task is to rearrange a given permutation of 'N' integers to form the lexicographically next greater permutation.

    • Iterate from right to left to find the first element that is smaller than the element to its right.

    • Swap this element with the smallest element to its right that is greater than it.

    • Reverse the elements to the right of the swapped element to get the lexicographically next greater permutation.

  • Answered by AI
Round 3 - HR 

Round duration - 30 minutes
Round difficulty - Easy

The round was based around my over all personality. They checked how would I be an asset to their company. They analyzed my core values and capabilities of working in a team.
Tips: Show that you are willing to work in a team. Be confident and polite. Express your feelings and passion towards your job and the company. Explain your college extra curricular activities well.

Interview Preparation Tips

Eligibility criteriaAbove 7 cgpaSAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

I was interviewed before Dec 2020.

Round 1 - Face to Face 

(4 Questions)

Round duration - 60 minutes
Round difficulty - Easy

This was a technical interview round which lasted for 60 minutes. Questions based on DSA, OS and DBMS were discussed.

  • Q1. 

    Factorial of a Number Problem Statement

    You are provided with an integer 'N'. Your task is to calculate and print the factorial of 'N'. The factorial of a number 'N', denoted as N!, is the product of all ...

  • Ans. 

    Calculate and print the factorial of a given integer 'N'.

    • Iterate from 1 to N and multiply each number to calculate factorial

    • Handle edge cases like N=0 or N=1 separately

    • Use recursion to calculate factorial efficiently

  • Answered by AI
  • Q2. 

    Covid Vaccination Distribution Problem

    As the Government ramps up vaccination drives to combat the second wave of Covid-19, you are tasked with helping plan an effective vaccination schedule. Your goal is...

  • Ans. 

    Maximize the number of vaccines administered on a specific day while adhering to certain rules.

    • Given n days, maxVaccines available, and a specific dayNumber, distribute vaccines to maximize on dayNumber

    • Administer positive number of vaccines each day with a difference of 1 between consecutive days

    • Ensure sum of vaccines distributed does not exceed maxVaccines

    • Output the maximum number of vaccines administered on dayNumber

  • Answered by AI
  • Q3. What is a semaphore?
  • Ans. 

    A semaphore is a synchronization construct used to control access to a shared resource by multiple processes or threads.

    • Semaphores can have an integer value representing the number of available resources.

    • They can be used to implement mutual exclusion and synchronization between processes.

    • Examples include binary semaphores (mutexes) and counting semaphores.

    • Operations on semaphores include wait (P) and signal (V).

  • Answered by AI
  • Q4. What is the difference between RDBMS and DBMS?
  • Ans. 

    RDBMS is a type of DBMS that manages data in a structured format using tables with relationships.

    • RDBMS enforces referential integrity through foreign keys, while DBMS does not.

    • RDBMS supports ACID properties (Atomicity, Consistency, Isolation, Durability), while DBMS may not.

    • RDBMS allows for normalization of data to reduce redundancy, while DBMS does not have this feature.

    • Examples of RDBMS include MySQL, Oracle, SQL Ser...

  • Answered by AI
Round 2 - Face to Face 

(3 Questions)

Round duration - 60 minutes
Round difficulty - Easy

A 60 minute technical round to test programming concepts. Questions on DBMS, OOPS, OS were also discussed.

  • Q1. 

    Bubble Sort Problem Statement

    Sort the given unsorted array consisting of N non-negative integers in non-decreasing order using the Bubble Sort algorithm.

    Input:

    The first line contains an integer 'T' r...
  • Ans. 

    Bubble Sort algorithm is used to sort an array of non-negative integers in non-decreasing order.

    • Iterate through the array and compare adjacent elements, swapping them if they are in the wrong order.

    • Repeat this process until the array is sorted.

    • Time complexity of Bubble Sort is O(n^2) in worst case.

    • Space complexity of Bubble Sort is O(1) as it is an in-place sorting algorithm.

  • Answered by AI
  • Q2. 

    Merge Sort Problem Statement

    You are given a sequence of numbers, ARR. Your task is to return a sorted sequence of ARR in non-descending order using the Merge Sort algorithm.

    Explanation:

    The Merge Sort...

  • Ans. 

    Implement Merge Sort algorithm to sort a sequence of numbers in non-descending order.

    • Divide the input array into two halves recursively until each array has only one element.

    • Merge the sorted halves to produce a completely sorted array.

    • Time complexity of Merge Sort is O(n log n).

    • Example: Input: [3, 1, 4, 1, 5], Output: [1, 1, 3, 4, 5]

  • Answered by AI
  • Q3. What is normalization in the context of database management systems?
  • Ans. 

    Normalization is the process of organizing data in a database to reduce redundancy and improve data integrity.

    • Normalization involves breaking down a database into smaller, more manageable tables.

    • It helps in reducing data redundancy by storing data in a structured way.

    • There are different normal forms such as 1NF, 2NF, 3NF, BCNF, etc., each with specific rules to follow.

    • Normalization ensures data integrity and reduces th...

  • Answered by AI
Round 3 - HR 

Round duration - 40 minutes
Round difficulty - Easy

This was a HR round. The interviewer asked me a number of questions about myself and gave a puzzle as well to solve.

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPASAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewRejected

Skills evaluated in this interview

I was interviewed before Jan 2021.

Round 1 - Coding Test 

(1 Question)

Round duration - 100 minutes
Round difficulty - Easy

Sections in test :
1 Psychometric Test
2. Analytical Aptitude
3 Logical Reasoning
4 Two coding Questions
5.Pattern Recognition
6.Essay writing

Tips :

1. Do the coding Question first ,they are mot important ,if your code doesn't run you are disqualified.
2. Practice on leetcode. 
3. Sectional Cutoff

  • Q1. 

    Level Order Traversal Problem Statement

    Given a binary tree of integers, return the level order traversal of the binary tree.

    Input:

    The first line contains an integer 'T', representing the number of te...
  • Ans. 

    The task is to implement a function that returns the level order traversal of a binary tree given in level order.

    • Create a queue to store nodes for level order traversal

    • Start with the root node and enqueue it

    • While the queue is not empty, dequeue a node, print its value, and enqueue its children

    • Repeat until all nodes are traversed

  • Answered by AI
Round 2 - Face to Face 

(3 Questions)

Round duration - 60 minutes
Round difficulty - Medium

This was a technical round where the interviewer asked me questions on data structures, database management system, SQL queries, cloud computing concepts and puzzles. We also had a discussion on our projects.

  • Q1. 

    Floyd Warshall Algorithm Problem

    You are given a directed weighted graph with 'N' vertices, labeled from 1 to 'N', and 'M' edges. Each edge connects two nodes 'u' and 'v' with a weight 'w', representing t...

  • Ans. 

    The Floyd Warshall algorithm is used to find the shortest paths between all pairs of vertices in a graph, including graphs with negative edge weights.

    • The algorithm works by considering all pairs of vertices and all intermediate vertices to find the shortest path.

    • It can handle graphs with negative edge weights, but not negative weight cycles.

    • The time complexity of the algorithm is O(N^3), where N is the number of vertic...

  • Answered by AI
  • Q2. What would be the database design for an ATM system?
  • Ans. 

    The database design for an ATM system should include tables for users, accounts, transactions, and ATM machines.

    • Create a table for users with fields like user_id, name, pin, etc.

    • Create a table for accounts with fields like account_id, user_id, balance, etc.

    • Create a table for transactions with fields like transaction_id, account_id, amount, date, etc.

    • Create a table for ATM machines with fields like atm_id, location, sta

  • Answered by AI
  • Q3. What is the difference between public and private cloud?
  • Ans. 

    Public cloud is shared infrastructure available to anyone, while private cloud is dedicated infrastructure for a single organization.

    • Public cloud is accessible to multiple organizations or users, while private cloud is exclusive to a single organization.

    • Public cloud services are provided over the internet, while private cloud services can be hosted on-premises or in a dedicated data center.

    • Public cloud offers cost-effe...

  • Answered by AI
Round 3 - Face to Face 

(5 Questions)

Round duration - 60 minutes
Round difficulty - Easy

Technical Interview round that lasted for 60 minutes. Questions on data structures, DBMS, OS and puzzles were discussed.

  • Q1. 

    Reverse Linked List Problem Statement

    Given a Singly Linked List of integers, your task is to reverse the Linked List by altering the links between the nodes.

    Input:

    The first line of input is an intege...
  • Ans. 

    Reverse a singly linked list by altering the links between nodes.

    • Iterate through the linked list and reverse the links between nodes

    • Use three pointers to keep track of current, previous, and next nodes

    • Update the links between nodes to reverse the list

    • Return the head of the reversed linked list

  • Answered by AI
  • Q2. What is the difference between a primary key and a unique key in a database management system?
  • Ans. 

    Primary key uniquely identifies each record in a table, while unique key ensures that all values in a column are distinct.

    • Primary key does not allow NULL values, while unique key allows one NULL value.

    • A table can have only one primary key, but multiple unique keys.

    • Primary key is automatically indexed, while unique key may or may not be indexed.

    • Example: In a table of students, student ID can be a primary key as it uniqu...

  • Answered by AI
  • Q3. Write a query to find the nth highest salary in a database.
  • Ans. 

    Query to find the nth highest salary in a database

    • Use the ORDER BY clause to sort salaries in descending order

    • Use the LIMIT clause to specify the nth highest salary

    • Consider handling cases where there may be ties for the nth highest salary

  • Answered by AI
  • Q4. What is the difference between AES and DES ciphers?
  • Ans. 

    AES is a more secure and efficient cipher compared to DES.

    • AES has a block size of 128 bits, while DES has a block size of 64 bits.

    • AES supports key sizes of 128, 192, or 256 bits, while DES supports only 56-bit keys.

    • AES is considered more secure and efficient than DES due to its stronger encryption algorithm and larger key sizes.

  • Answered by AI
  • Q5. You have a torch and a bridge that can only hold two people at a time. Four people need to cross the bridge at night, and they have only one torch. Each person walks at a different speed. When two people c...
Round 4 - HR 

Round duration - 30 minutes
Round difficulty - Easy

The lady was tough and showed her intent in the PPT as well. She asked a number of questions to know more about me.

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPASAP Labs interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 5 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

I was interviewed before Jan 2021.

Round 1 - Face to Face 

(2 Questions)

Round duration - 60 Minutes
Round difficulty - Medium

The interviewer asked me 2 questions related to DS/Algo in this round . Both the questions were of Easy-Medium difficulty and I was also required to code them in a production ready manner.

  • Q1. 

    Maximum Sum Path in a Binary Tree Problem Statement

    You are provided with a binary tree consisting of N nodes where each node has an integer value. The task is to determine the maximum sum achievable by a...

  • Ans. 

    Find the maximum sum achievable by a simple path between any two nodes in a binary tree.

    • Traverse the binary tree to find all possible paths and calculate their sums.

    • Keep track of the maximum sum encountered during traversal.

    • Consider paths that may include the same node twice.

    • Implement a recursive function to explore all possible paths.

    • Handle cases where nodes have negative values.

  • Answered by AI
  • Q2. 

    Intersection of Two Arrays Problem Statement

    Given two arrays A and B with sizes N and M respectively, both sorted in non-decreasing order, determine their intersection.

    The intersection of two arrays in...

  • Ans. 

    The problem involves finding the intersection of two sorted arrays efficiently.

    • Use two pointers to iterate through both arrays simultaneously.

    • Compare elements at the pointers and move the pointers accordingly.

    • Handle cases where elements are equal, and update the intersection array.

    • Return the intersection array as the result.

  • Answered by AI
Round 2 - Face to Face 

(3 Questions)

Round duration - 50 Minutes
Round difficulty - Medium

This round had 2 questions of DS/Algo to solve under 50 minutes and one question related to Operating Systems.

  • Q1. 

    Next Greater Element Problem Statement

    You are provided with an array or list ARR containing N positive integers. Your task is to determine the Next Greater Element (NGE) for each element in the array.

    T...

  • Ans. 

    Find the Next Greater Element for each element in an array.

    • Iterate through the array from right to left

    • Use a stack to keep track of elements with no greater element to the right

    • Pop elements from the stack until finding a greater element or stack is empty

  • Answered by AI
  • Q2. 

    Number In Arithmetic Progression Problem

    Given three integers X, C, and Y, where X is the first term of an arithmetic sequence with a common difference of C, determine if Y is part of this arithmetic sequ...

  • Ans. 

    Check if a given number is part of an arithmetic sequence with a given first term and common difference.

    • Calculate the arithmetic sequence using the formula: nth term = X + (n-1) * C

    • Check if Y is equal to any term in the sequence to determine if it belongs to the sequence

    • Return 'True' if Y belongs to the sequence, otherwise return 'False'

  • Answered by AI
  • Q3. Can you define process and threads in operating systems?
  • Ans. 

    Processes are instances of programs in execution, while threads are smaller units within a process that can execute independently.

    • A process is a program in execution, consisting of code, data, and resources.

    • Threads are smaller units within a process that can execute independently.

    • Processes have their own memory space, while threads share the same memory space within a process.

    • Processes are heavyweight, while threads ar...

  • Answered by AI
Round 3 - Face to Face 

(3 Questions)

Round duration - 50 Minutes
Round difficulty - Medium

This round had 2 questions of DSA of Easy-Medium difficulty and at the end I was asked a Puzzle to check my general problem solving ability.

  • Q1. 

    Max Product Subset Problem Statement

    Given an array/list arr of size n, determine the maximum product possible by taking any subset of the array/list arr. Return the result modulo 10^9+7 since the product ...

  • Ans. 

    Find the maximum product of a subset of an array modulo 10^9+7.

    • Iterate through the array and keep track of the maximum positive product and minimum negative product encountered so far.

    • Handle cases where the array contains zeros separately.

    • Return the maximum product modulo 10^9+7.

  • Answered by AI
  • Q2. 

    Populating Next Right Pointers in Each Node

    Given a complete binary tree with 'N' nodes, your task is to determine the 'next' node immediately to the right in level order for each node in the given tree.

    ...
  • Ans. 

    Implement a function to update 'next' pointers in a complete binary tree.

    • Iterate level by level using a queue

    • Connect nodes at each level using 'next' pointers

    • Handle null nodes appropriately

    • Ensure the tree is a complete binary tree

  • Answered by AI
  • Q3. You have two wires of different lengths that are both capable of burning for exactly one hour when ignited at both ends. How can you measure a time interval of 45 minutes using these two wires?
Round 4 - Face to Face 

(2 Questions)

Round duration - 50 Minutes
Round difficulty - Medium

This round consisted of 2 questions from DSA where I was first asked to explain my approach to the interviewer with proper complexity analysis and then code the problems. The interviewer was quite friendly and also provided me some hints when I was stuck.

  • Q1. 

    Stack with getMin Operation

    Create a stack data structure that supports not only the usual push and pop operations but also getMin(), which retrieves the minimum element, all in O(1) time complexity witho...

  • Ans. 

    Implement a stack with push, pop, top, isEmpty, and getMin operations in O(1) time complexity without using extra space.

    • Use two stacks - one to store the actual elements and another to store the minimum element at each level.

    • When pushing an element, check if it is smaller than the current minimum and update the minimum stack accordingly.

    • When popping an element, also pop from the minimum stack if the popped element is t...

  • Answered by AI
  • Q2. 

    Split Array Into Maximum Subarrays Problem Statement

    You are given an integer array arr of size N. Your task is to split the array into the maximum number of subarrays such that the first and last occurre...

  • Ans. 

    Given an array, split it into maximum subarrays with first and last occurrence of each element in a single subarray.

    • Iterate through the array and keep track of the first and last occurrence of each element.

    • Use a hashmap to store the indices of each element.

    • Split the array whenever the last occurrence of an element is found.

  • Answered by AI

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPAAdobe interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 4 MonthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewSelected

Skills evaluated in this interview

Interview Questionnaire 

20 Questions

  • Q1. He asked me my specialization?
  • Q2. Why not further studies? (He had noted that I was third in my batch. He appeared impressed by that
  • Q3. He asked me to tell him about my favorite project
  • Q4. He then looked at my grades. He commented that my lowest grade – B- was in Digital Image Processing. I just looked at him like a doofus thinking of what to say. But he quickly added, ‘don’t worry, it happe...
  • Q5. He then asked me a question that had been asked in Round 4, written test:Describe an optimal algorithm to find the second minimum number in an array of numbers. What is the exact number of comparisons requ...
  • Q6. Given a polygon (could be regular, irregular, convex, concave), find out whether a particular point lies inside it or outside it
  • Ans. 

    To determine if a point is inside a polygon, use the ray casting algorithm.

    • Create a line from the point to a point outside the polygon

    • Count the number of times the line intersects with the polygon edges

    • If the count is odd, the point is inside the polygon; otherwise, it is outside

  • Answered by AI
  • Q7. He asked me to explain Canny’s algorithm to him. (this was because my DIP project was related to this)
  • Q8. Then, he gave me a practical problem to solve: Suppose you are given an image which contains some text and some photos. How do you find the location of the image?
  • Q9. Which are the four storage classes in C
  • Ans. 

    The four storage classes in C are auto, register, static, and extern.

    • Auto: default storage class for all local variables

    • Register: used to define local variables that should be stored in a register instead of RAM

    • Static: used to define local variables that retain their value between function calls

    • Extern: used to declare a global variable that is defined in another file

  • Answered by AI
  • Q10. Given a program: int i; int main() { int j; int *k = (int *) malloc (sizeof(int)); … } Where are each of these variables stored?
  • Ans. 

    i is stored in global data segment, j is stored in stack, k is stored in heap.

    • i is a global variable and is stored in the global data segment

    • j is a local variable and is stored in the stack

    • k is a pointer variable and is stored in the stack, while the memory it points to is allocated on the heap using malloc()

  • Answered by AI
  • Q11. Question on polymorphisms
  • Q12. He again went back to the first question he had asked me. Once again
  • Q13. Then he wrote out some code and asked me how the compiler will generate code for it. I gave some answer, but he was clearly not satisfied. I thought it was all over by then. Then, he asked me a DIP quest...
  • Q14. Given a set of words one after another, give me a data structure so that you’ll know whether a word has appeared already or not
  • Ans. 

    Use a hash table to store the words and check for existence in constant time.

    • Create a hash table with the words as keys and a boolean value as the value.

    • For each new word, check if it exists in the hash table. If it does, it has appeared before. If not, add it to the hash table.

    • Alternatively, use a set data structure to store only the unique words and check for existence in the set.

  • Answered by AI
  • Q15. He asked me some questions on Interprocess Communication: What’s a semaphore? How are they used? He would often pick out words from my answers and ask me what they meant. He wanted to make sure that I rea...
  • Q16. He then asked me some DB fundas. Transaction. Serializability, Consistent state, etc
  • Q17. Finally, he asked me whether I had any questions
  • Q18. There is a clock at the bottom of the hill and a clock at the top of the hill. The clock at the bottom of the hill works fine but the clock at the top doesn’t. How will you synchronize the two clocks. Obv...
  • Q19. There was one more puzzle.. I don’t remember it. but I do remember that we started discussing ways of generating large prime numbers
  • Q20. We also talked a bit about my phone browser project

Interview Preparation Tips

Round: Test
Duration: 15 minutes
Total Questions: 1

Round: Test
Duration: 30 minutes
Total Questions: 2

Round: Test
Duration: 30 minutes
Total Questions: 3

Round: Test
Total Questions: 4

Round: Technical Interview
Experience: 1.When I told him that I had none as I didn’t want to specialize in this stage, he was a little surprised but appeared satisfied with my reason.2.I told him that my profile clearly indicated that I’ve been trying to get into the industry via internships, industry-funded projects right from second year, second sem. I said that I was fully sure that I didn’t want to do MS anytime soon.3.I told him about the web-browser that I had developed for cell-phones. I thought that was the only project which was closest to what Adobe was working on. He appeared satisfied with my answers.4. So people, be fully prepared to explain any anomalous grades. I was prepared with the explanation of the W in the my grade-sheet but not of the B- in DIP. I know that this is really stupid considering that I was interviewing with Adobe. Don’t make this mistake.5.I screwed up, big time in this question. I had superficially discussed this question with my friend a while ago and he had outlined an algorithm which I thought that I had understood, but I hadn’t. I started off explaining it but got stuck in the middle. He sternly told me to read it up again. One solution that I could tell him, and which I had written in the test was this Use two variables – min and second min. Initialize them by comparing the first two elements of the array. This is (1) comparison. Then, go through the entire array, from index 2 to n-1 comparing each element, first with min and then with second min, updating each variable as necessary. This will involve a worst case of two comparisons for each element. Therefore, total number of comparisons = 2*(n-2) + 1 = 2*n – 3 comparisons.I’ll try to update this with a better solution, sometime soon.6.This is an easy, straight question from graphics. You shoot a ray parallel to the x-axis passing through this point. Start with odd parity. Change parity of ray each time it intersects an edge of the polygon (consider special case of when the line passes through a vertex of the polygon. Change parity only if it passes through a vertex which has one edge above it and one edge below the ray). If the parity of ray is even when it passes through the point, it is inside the polygon, else it is not.7.This is simple. Study DIP8.I gave various alternatives – from searching for RGB components, to using OCR.. he didn’t appear fully satisfied. I think he was looking for edge-detection, but that would fail, if the text contained tables, etc.

Round: Technical Interview
Experience: He was friendly at the start but this interview was my worst. He asked me my favorite subject. I said that it was Programming. (He laughed at that)

1. static, extern, register, auto2.I started off correctly, but he was able to confuse me. He brought in shared libraries, static libraries fundas into the discussion. We had a discussion for about twenty-minutes on this. Finally, he was happy with one of my answers because I had deduced which policy made sense and answered correctly. He said that out of all the people interviewed so far (I was second last), nobody had been able to answer all of these questions correctly.3.this is easy – get it from any C++ book. He tried to confuse me again, but this time I was ready and he was finally satisfied.Then he looked at my grades and said that out of all your grades, you have only two Bs and one of them is in Compilers. Why? (Damn it. three non-A grades and that’s all they ask about. What’s wrong with this world?!)Didn’t you like Compilers? “Not in particular”, I replied. “Fine. Now, I HAVE to ask you questions on compilers”, he said.4.He again went back to the first question he had asked me. Once again5.I first suggested that we capture only a small portion of the board. To locate that portion, we could search for the chalk in the prof’s hand – of course, taking care that it had the blackboard in the background (no point capturing a video of the prof scratching his chin, na?). Further, if the prof was writing only text, we could convert the video into text by OCR and then transmitting. Simple diagrams could also be reduced to a set of vector-graphics instructions (we rarely, see the prof shading stuff). I think he liked my approach, but was not completely satisfied. Anyway, we left it at that and went forward.6.I suggested various alternatives. but he kept helping me and finally, we came up with an array of pointers to 26-trees (each node of the tree has 26 children). Store every word as a path from the root to a leaf with pointers in the correct places. For example, hello would be stored as – pointer from ‘h’ index of the root array to a node which had a pointer from ‘e’ index of it’s array to a node which had a pointer from ‘l’ index of the array.. and so on. This is both time and space efficient.7.I was able to answer all his questions, but I made the mistake of telling him, when we started off that I didn’t know much about this subject as I had done it a long time ago. He was very annoyed at that, apparently because a lot of people before me had said this.8.I was able to answer all of them. I stumbled around a bit in a few questions where I was explaining correctly, but not using the keywords that he was looking for.9.I thought that I should say something to make him realize that I was not completely stupid and so asked him whether there was any logic to the order in which the short-listed candidates were called. This turned out to be a dumb move. The order was alphabetic and he sent me off with a parting shot, saying “You guys do pattern recognition and stuff and still you can’t recognize such a simple pattern” Me and my big mouth! Moral of the story: Don’t ask questions for the sake of asking.

Round: Puzzle Interview
Experience: After the first two interviews, this one was like having a warm batch after being cold and wet for days! I did well in this one.1.You have to go up the hill and come back, with horse, without horse, getting four equations to solve four unknowns – time to go uphill – with horse, without horse, time to go downhill – with horse, without horse. Then you can go up the hill and set the clock to ‘(time when you left) + (time to go uphill with horse)’2.  I told him the funda of Mersenee primes (luckily remembered it) and he was decently impressed.

General Tips: Finally hired by Adobe. Special thanks to AmbitionBox team. Really amazing site for sharing experience. That’s all for the Adobe. They are focusing on your approach and your coding skills. All the best.
Skills: Algorithm, Data structure, C++, C, DIP
College Name: BIT Mesra

Skills evaluated in this interview

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