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I applied via Walk-in and was interviewed before Oct 2021. There were 3 interview rounds.
The type of XYZ is a software platform that utilizes machine learning algorithms to analyze data and provide insights.
XYZ is a software platform
It uses machine learning algorithms to analyze data
It provides insights based on the analyzed data
Examples of use cases include fraud detection, predictive maintenance, and customer segmentation
I appeared for an interview before Sep 2020.
Round duration - 60 minutes
Round difficulty - Medium
The platform was HackerEarth time duration was 1 hour.
1.) 25 MCQs (Both Easy and Gate Level Based)
2.) 1 Coding Question, that needs to be solved in O(logn) time. Program for Fibonacci numbers. The basic idea behind that question is we need to crack the pattern and then based on constraints we need to solve it.
Given an integer 'N', the task is to compute the N'th Fibonacci number using matrix exponentiation. Implement and return the Fibonacci value for the provided 'N'.
Use matrix exponentiation to efficiently compute the Nth Fibonacci number modulo 10^9 + 7.
Implement matrix exponentiation to calculate Fibonacci numbers efficiently.
Use the formula F(n) = F(n-1) + F(n-2) with initial values F(1) = F(2) = 1.
Return the result modulo 10^9 + 7 to handle large Fibonacci numbers.
Optimize the solution to achieve better than O(N) time complexity.
Round duration - 40 minutes
Round difficulty - Medium
It was a technical round. The platform was Zoom time duration was 40 mins. Started with Tell me something about yourself.
Determine whether two given strings, A
and B
, both of length N
, are similar by returning a 1 if they are, otherwise return a 0.
String A
is similar to stri...
Determine if two strings are similar based on given conditions.
Check if the strings are equal first.
Then check if the strings can be divided into two halves with similar patterns.
Return 1 if the strings are similar, 0 otherwise.
Round duration - 45 Minutes
Round difficulty - Medium
The platform was Zoom time duration was 1 hour 45 mins. Started with Tell me something about yourself. I told them, that I like solving algorithms, so she was like let’s start with trees then.
Round duration - 30 minutes
Round difficulty - Medium
This was a Hiring Manager Round. The platform was Zoom time duration was 30 mins. Started with Tell me something about yourself.
Round duration - 20 minutes
Round difficulty - Easy
The platform was Zoom time duration was 20 mins. Asked me to give my introduction.
Tip 1 : Don't stick to a single topic too much. Cover all and prepare short notes for all the topics so it will be easier for revision.
Tip 2 : Do projects so that they will be an added weightage.
Tip 3 : Practice a minimum of 100 questions on that particular topic so that it will be easy to crack within no time.
Tip 1 : Projects add good weight to the resume. So the interviewer asks the questions based on that.
Tip 2 : Resume should be genuine. You have to be confident of whatever is written in your resume
I appeared for an interview before Dec 2020.
Round duration - 60 Minutes
Round difficulty - Medium
There were 2 coding questions given in this round. One was related to Dynamic Programming and the second one was related to Recursion and Number Theory.
Mr. X is a professional robber with a plan to rob houses arranged in a circular street. Each house has a certain amount of money hidden, separated by a security system that ...
House Robber problem where a robber wants to maximize stolen money without robbing adjacent houses in a circular street.
Use dynamic programming to keep track of maximum stolen money at each house.
Consider two cases: either rob the current house and skip the next, or skip the current house.
Handle circular arrangement by considering the first and last houses separately.
Example: For arr[] = {2, 3, 2}, the output is 3. Rob...
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
.
Calculate the Nth Fibonacci number efficiently using dynamic programming.
Use dynamic programming to store and reuse previously calculated Fibonacci numbers.
Start with base cases F(1) and F(2) as 1, then calculate subsequent Fibonacci numbers.
Optimize the solution to avoid redundant calculations by storing intermediate results.
Time complexity can be reduced to O(N) using dynamic programming.
Example: For N = 5, the 5th F
Round duration - 50 Minutes
Round difficulty - Medium
Standard Data Structures and Algorithms round where I was given 2 questions to solve , one was from Linked List and the other was related to Priority Queue / Quick Sort .
You are provided with two linked lists, L1
and L2
, both sorted in ascending order. Generate a new linked list containing elements that exist in both linked l...
Given two sorted linked lists, find the intersection of elements in both lists and return a new sorted linked list.
Traverse both linked lists simultaneously to find common elements
Create a new linked list to store the intersecting elements
Ensure the final linked list is sorted in ascending order
Handle cases where there are no common elements between the lists
Ninja enjoys working with numbers, and Alice challenges him to find the Kth largest value from a given list of numbers.
The first line contains an integer 'T...
Find the Kth largest element in a given list of numbers.
Sort the array in descending order.
Return the Kth element from the sorted array.
Handle multiple test cases efficiently.
Round duration - 50 Minutes
Round difficulty - Easy
This round majorly focused on Real life appications of Data Structures and also revolved around Object Oriented Programming Style of writing code .
Design a data structure that supports four operations: insert an element, remove an element, search for an element, and get a random element. E...
Design a data structure with insert, delete, search, and getRandom operations, all in constant time.
Use a combination of HashMap and ArrayList to achieve constant time operations.
For insert operation, add the element to the ArrayList and store its index in the HashMap.
For delete operation, swap the element to be deleted with the last element in the ArrayList, update the index in the HashMap, and then remove the last el...
Design a data structure for a Least Recently Used (LRU) cache that supports the following operations:
1. get(key)
- Return the value of the key if it exists in the cache; otherw...
Design a Least Recently Used (LRU) cache data structure that supports get and put operations with capacity constraint.
Implement a doubly linked list to maintain the order of keys based on their recent usage.
Use a hashmap to store key-value pairs for quick access.
When capacity is reached, evict the least recently used item before inserting a new item.
Update the position of a key in the linked list whenever it is accesse
Round duration - 45 Minutes
Round difficulty - Medium
This round was inclined towards some Low Level Design Principles and some concepts from Java .
Design a Railway Reservation System
Create a database to store train schedules, seat availability, and passenger information
Implement a user interface for users to search for trains, book tickets, and view their reservations
Include features like seat selection, payment processing, and ticket confirmation
Handle scenarios like waitlisting, cancellations, and refunds
Ensure data security and privacy of passenger information
Java is platform-independent because the code is compiled into bytecode that can run on any platform with a JVM, which is platform-dependent due to its reliance on the underlying hardware and operating system.
Java code is compiled into bytecode, which can run on any platform with a JVM.
JVM acts as an interpreter that translates bytecode into machine code specific to the underlying hardware and operating system.
The JVM ...
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.
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.
I appeared for an interview before Dec 2020.
Round duration - 90 Minutes
Round difficulty - Medium
This Round was DS and Algo round and it started with formal introduction, followed by 2 problems. We first dicussed the approach the time complexity and proper code covering all cases.
You are given a bag of capacity 'W' kg and a list 'cost' of costs for packets of oranges with different weights. Each element at the i-th position in the list...
Find the minimum cost to buy a specific weight of oranges using given cost list.
Iterate through the cost list and find the minimum cost to achieve the desired weight
Keep track of the minimum cost while considering available packet weights
Return -1 if it is not possible to buy exactly W kg of oranges
Given a binary tree where each node contains an integer value, and a value 'K', your task is to find all the paths in the binary tree such that the sum of the node values in ...
Find all paths in a binary tree where the sum of node values equals a given value 'K'.
Traverse the binary tree using DFS and keep track of the current path and its sum.
At each node, check if the current sum equals 'K' and add the path to the result if true.
Continue traversal to the left and right child nodes recursively.
Return the list of paths that sum up to 'K'.
Round duration - 40 Minutes
Round difficulty - Medium
This round majorly focused on puzzles and some questions revolving around Computer Networks and the projects in my resume .
Use two wires of different lengths to measure a specific amount of time by burning them simultaneously.
Burn both wires at the same time, one wire will burn faster than the other.
Measure the time it takes for the faster burning wire to completely burn.
Calculate the specific amount of time by using the ratio of the lengths of the two wires.
Round duration - 30 Minutes
Round difficulty - Easy
This is a cultural fitment testing round .HR was very frank and asked standard questions. Then we discussed about my role.
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.
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.
I appeared for an interview before Dec 2020.
Round duration - 90 minutes
Round difficulty - Medium
This was a proctured online coding round where we had 2 questions to solve under 90 minutes . The questions were of easy to medium level I would say with some lenghty implementations .
Given an array 'ARR'
consisting of N
integers, along with two integers, 'SUM'
and 'MAXVAL'
, you need to determine the minimum number of integers to be added to t...
Determine the minimum number of integers to be added to an array to make its sum equal to a given value.
Iterate through the array and calculate the current sum.
Determine the difference between the target sum and the current sum.
Add the minimum number of integers within the range of -MAXVAL to MAXVAL to reach the target sum.
Given an array of integers NUMS
consisting of N
integers and an integer K
, determine the maximum sum of an increasing subsequence with exactly K
elements.
Find the maximum sum of an increasing subsequence with exactly K elements in an array of integers.
Iterate through the array and maintain a dynamic programming table to store the maximum sum of increasing subsequences ending at each index.
For each element, check all previous elements to find the increasing subsequence with maximum sum ending at that element.
Update the dynamic programming table with the maximum sum found...
Round duration - 50 Minutes
Round difficulty - Medium
Standard Data Structures and Algorithms round . One has to be fairly comfortable in solving algorithmic problems to
pass this round with ease.
You have been given a binary tree and your task is to determine if it is a Complete Binary Tree or not.
A Complete Binary Tree is defined as a binary tree where ever...
Check if a binary tree is a Complete Binary Tree or not based on given criteria.
Traverse the binary tree level by level and check if all levels are completely filled except the last one.
Ensure all nodes at the last level are positioned at the leftmost side.
Use level order traversal to check for completeness of the binary tree.
Example: For input 1 2 3 4 -1 5 6 -1 7 -1 -1 -1 -1 -1 -1, the output should be 1.
Given an array arr
of N
non-negative integers, determine whether the array consists of consecutive numbers. Return true if they do, and false otherwise.
The first line of inp...
Check if an array of integers consists of consecutive numbers.
Iterate through the array and check if the absolute difference between consecutive elements is 1.
Sort the array and check if the elements are consecutive.
Use a set to store the elements and check if the size of the set is equal to the length of the array.
Round duration - 40 Minutes
Round difficulty - Medium
This round majorly focused on my projects and some standard questions revolving around Operating Systems and DBMS.
Use multiple threads to print numbers from 1 to 100 in an optimized approach.
Divide the range of numbers (1-100) among the threads to avoid duplication.
Use synchronization mechanisms like mutex or semaphore to ensure proper order of printing.
Consider using a shared data structure like a queue to coordinate the threads.
Implement a mechanism to signal the threads when to start and stop printing.
Views in a database management system provide data security, simplify complex queries, and improve performance.
Enhanced security by restricting access to certain columns or rows
Simplify complex queries by pre-defining joins and filters
Reduce redundancy by storing commonly used queries as views
Improve performance by storing pre-processed data in views
Allow for data abstraction, making it easier to work with complex data
Round duration - 30 Minutes
Round difficulty - Easy
This is a cultural fitment testing round .HR was very frank and asked standard questions. Then we discussed about my role.
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.
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.
I appeared for an interview before Sep 2020.
Round duration - 90 minutes
Round difficulty - Medium
Round duration - 60 minutes
Round difficulty - Medium
This was the technical round, held around at 10 AM IST on Google Meet.
Firstly she greeted me and asked me to tell something about myself, to which I introduced myself, explaining my academic and some projects also.
After that we moved on to the Hackathon project, which was smart cart self-checkout system. I explained the project along with the code, wherever necessary.
Every word you say while explaining should be clear to you.I used Firebase and SQL while explaining my project, to which she asked some questions related to it,
Then she moved to the DBMS part, types of joins,what is indexing, how to approach if you were to design a payment system.
At last she asked me some Data Structure questions, which were of medium complexity
You are given a singly Linked List with 'N' nodes containing integer data and an integer 'K'. Your task is to delete the Kth node from the end of this Lin...
Remove the Kth node from the end of a singly linked list given the position 'K'.
Traverse the list to find the length 'N' of the linked list.
Calculate the position of the node to be removed from the beginning as 'N - K + 1'.
Traverse the list again and remove the node at the calculated position.
Consider Mr. X, a professional robber who is planning to rob houses along a street. These houses are arranged in a circle, which means the first house is a neighbor to the l...
House Robber problem where adjacent houses have connected security system, find maximum money Mr. X can rob without triggering security.
Use dynamic programming to keep track of maximum money robbed at each house.
At each house, decide whether to rob the current house or skip it based on maximum money robbed so far.
Handle the circular nature of houses by considering two cases: robbing the first house and not robbing the ...
Round duration - 30 minutes
Round difficulty - Easy
The interviewer was very frank and cheerful. This was held at 2:30 PM IST on Google Meet.
He firstly greeted me and asked me how I was doing.
How was my previous round, any technical difficulties?
Then he asked me to introduce myself.
He started telling about his journey to Lowe's and his technical background.
Then he asked some HR related questions
Tip 1 : Practice DSA questions, interview questions as much as you can.(400 leetcode questions) + (1000+ geeksforgeeks score) is good approximation of your preparation.
Tip 2 : You should have a good internship experience or 1 or 2 good projects on Android/web-d or Machine Learning.You should be through with your projects and be able to tell further improvements for the future.
Tip 3 : Be CONFIDENT with what you say. Don't murmur or speak in the mouth.The interviewer wants to know your thought process.
Tip 1 : Resume is the first impression of you.so it must be very eye-catching. write some decent (maybe 1 or 2 is enough) projects on resume.
Tip 2 : Should be through with each and every point you have written on your resume. people usually write 10- 15 skills on resume while confident in only 5.Please don't do it.
I appeared for an interview in Jan 2024.
I applied via Campus Placement and was interviewed in Oct 2023. There were 2 interview rounds.
2 coding questions from dsa. one quest was from trees ds
I applied via Campus Placement and was interviewed in Mar 2024. There were 3 interview rounds.
Coding test contains 2 questions 1 moderate and 1 easy level
I am a passionate software developer with experience in Java, Python, and web development.
Graduated with a degree in Computer Science
Worked on various projects using Java and Python
Familiar with web development technologies like HTML, CSS, and JavaScript
I believe Lowe's is a reputable company with a strong focus on customer satisfaction. They can improve their customer services by implementing personalized recommendations, enhancing their online platform, and providing better in-store experiences.
Implement personalized recommendations based on customer preferences and purchase history
Enhance the online platform for easier navigation, product search, and checkout proce...
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