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Terraform is an Infrastructure as Code tool for building, changing, and versioning infrastructure safely and efficiently.
Use HCL (HashiCorp Configuration Language) to define infrastructure resources.
Organize configurations into modules for reusability.
Utilize state files to track resource changes and manage infrastructure lifecycle.
Example: Define an AWS EC2 instance with 'resource "aws_instance" "example" { ... }...
Led a team to develop a scalable e-commerce platform using microservices architecture, enhancing user experience and performance.
Utilized microservices architecture to improve scalability and maintainability.
Implemented RESTful APIs for seamless integration with third-party services.
Adopted Agile methodologies for iterative development and faster delivery.
Incorporated automated testing to ensure code quality and r...
Agile methodology is an iterative approach to software development that emphasizes flexibility, collaboration, and customer feedback.
Focuses on delivering small, incremental changes to software, allowing for quick adjustments based on user feedback.
Encourages collaboration between cross-functional teams, including developers, testers, and stakeholders.
Utilizes time-boxed iterations called sprints, typically lastin...
A trigger is a database object that automatically executes a specified action in response to certain events on a table or view.
Triggers can be defined for events like INSERT, UPDATE, or DELETE.
They can enforce business rules, such as preventing invalid data entry.
Example: A trigger can automatically update a timestamp column when a record is modified.
Triggers can also be used for auditing changes to data.
Example: ...
Triggers are database objects that automatically execute in response to specific events on a table or view.
Triggers can be classified into three types: BEFORE, AFTER, and INSTEAD OF.
BEFORE triggers execute before the triggering event (e.g., INSERT, UPDATE, DELETE). Example: A BEFORE INSERT trigger can validate data.
AFTER triggers execute after the triggering event. Example: An AFTER DELETE trigger can log the dele...
Implementing a mentorship program to foster connections and enhance employee engagement across all levels of the organization.
Pairing new employees with experienced mentors to guide them through their onboarding process.
Organizing regular mentorship meetings to discuss career goals and provide feedback.
Encouraging cross-departmental mentorship to promote collaboration and knowledge sharing.
Measuring the program's ...
Experienced Quality Engineer with a strong background in QA methodologies and process improvements across various industries.
Implemented automated testing frameworks, reducing manual testing time by 30%.
Conducted root cause analysis for defects, leading to a 25% decrease in recurring issues.
Collaborated with cross-functional teams to enhance product quality and compliance with industry standards.
Developed and exec...
Regression testing is the process of retesting software after changes to ensure that previously working features still work correctly.
Regression testing is performed to make sure that new code changes have not adversely affected existing functionality.
It involves running previously executed test cases to verify that no new bugs have been introduced.
Regression testing helps in maintaining the overall quality and st...
Load testing is a type of performance testing that simulates real-world usage to evaluate how a system performs under specific conditions.
Simulates real-world usage to test system performance
Measures response times, throughput, and resource utilization
Helps identify bottlenecks and optimize system performance
Examples: testing how a website handles a large number of simultaneous users or how an application performs...
Scheduled script runs on a predefined schedule, while Map reduce script processes large datasets in parallel.
Scheduled script is used for automating tasks at specific times, like sending reports daily at 8am.
Map reduce script is used for processing large datasets by splitting them into smaller chunks and processing them in parallel.
Scheduled script is typically used for routine tasks, while Map reduce script is us...
I applied via Naukri.com and was interviewed in Aug 2021. There was 1 interview round.
The '==' operator compares the reference of objects, while the 'equals' method compares the content of objects.
The '==' operator checks if two objects refer to the same memory location.
The 'equals' method compares the content of objects based on their implementation.
The 'equals' method can be overridden to provide custom comparison logic.
Example: String str1 = new String('hello'); String str2 = new String('hello'); str...
JIT compiler stands for Just-In-Time compiler. It dynamically compiles code during runtime for improved performance.
JIT compiler translates bytecode into machine code at runtime
It optimizes code execution by identifying frequently executed code and compiling it
Examples include the JIT compilers used in Java Virtual Machine (JVM) and .NET Common Language Runtime (CLR)
Assigning another value to a string reference creates a new string object in memory.
Assigning a new value to a string reference creates a new string object in memory
The original string object remains unchanged
The new value is stored in a different memory location
The old value may be garbage collected if there are no other references to it
The finally block will always execute, even if an exception is thrown from the try block.
The finally block is used to execute code that should always run, regardless of whether an exception is thrown or not.
If an exception is thrown from the try block, the code in the finally block will still execute.
This is useful for cleaning up resources, such as closing files or database connections.
Example: try { // code that may ...
Serialization is the process of converting an object into a stream of bytes to store or transmit it.
Java provides Serializable interface to enable serialization of objects.
Serialization can be used for caching, deep cloning, and remote method invocation.
Deserialization is the process of converting a stream of bytes back into an object.
Java also provides Externalizable interface for custom serialization.
Serialization ca...
Fail fast and fail safe are two error handling techniques in Java.
Fail fast approach detects errors as early as possible and stops the program execution immediately.
Fail safe approach handles errors gracefully and continues program execution.
Examples of fail fast include NullPointerException and ArrayIndexOutOfBoundsException.
Examples of fail safe include using try-catch blocks and logging errors instead of throwing ex...
Lambda expression is an anonymous function while method reference refers to an existing method
Lambda expression is used to create an instance of a functional interface
Method reference is used to refer to an existing method of a class or object
Lambda expression uses the arrow operator (->) to separate the parameters and the body
Method reference uses the double colon (::) operator to separate the class or object and the ...
Sleep pauses the execution of a thread for a specified time, while wait pauses the execution until a specific condition is met.
Sleep is a static method of the Thread class, while wait is an instance method of the Object class.
Sleep is used to introduce a delay in the execution of a thread, while wait is used to wait for a specific condition to be met.
Sleep releases the lock on the object, while wait does not release th...
To get unique values from a collection using stream, use the distinct() method.
Call the distinct() method on the stream of the collection.
The distinct() method returns a stream of unique elements.
Use the collect() method to convert the stream back to a collection.
Concurrent hashmap allows multiple threads to access and modify the map concurrently.
Concurrent hashmap is thread-safe and uses internal locking mechanisms to ensure consistency.
It uses a technique called 'lock striping' to divide the map into multiple segments, each with its own lock.
This allows multiple threads to access different segments of the map concurrently without blocking each other.
Concurrent hashmap also us...
Hashmap and Hashset are data structures used to store key-value pairs and unique values respectively.
Hashmap uses hashing to store key-value pairs in an array. The hash function is used to map the key to an index in the array.
Hashset is similar to Hashmap but only stores unique values. It uses hashing to store values in an array.
Both Hashmap and Hashset have constant time complexity for insertion, deletion, and retriev...
ConcurrentHashMap is a thread-safe implementation of the Map interface in Java.
It allows multiple threads to access and modify the map concurrently without any external synchronization.
It achieves this by dividing the map into segments, each of which can be locked independently.
It provides better performance than synchronized HashMap for concurrent access.
It is part of the java.util.concurrent package in Java.
Example: ...
Iterator is a general interface while ListIterator is specific to List interface.
Iterator can traverse any collection while ListIterator can traverse only List.
ListIterator can traverse in both directions while Iterator can traverse only forward.
ListIterator has additional methods like add(), set(), previous(), etc.
Iterator is used for read-only access while ListIterator is used for both read and write access.
Spring bean lifecycle involves several phases from instantiation to destruction, managing bean states effectively.
1. Instantiation: The Spring container creates the bean instance using the constructor.
2. Populate Properties: Spring injects dependencies into the bean using setter methods or constructor injection.
3. Bean Name Aware: If the bean implements BeanNameAware, Spring calls setBeanName() with the bean's ID.
4. Be...
I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 3 interview rounds.
Key topics in Generative AI include Retrieval-Augmented Generation (RAG) and Large Language Models (LLM).
RAG combines generative models with retrieval mechanisms to improve text generation.
LLMs like GPT-3 and BERT are pre-trained on large text corpora to generate human-like text.
Ethical considerations in using LLMs for text generation, such as bias and misinformation.
Applications of RAG and LLMs in natural language pro...
I have a strong understanding of the existing project and the technology stacks used.
The existing project is a data analytics platform used for analyzing customer behavior and making data-driven decisions.
The technology stacks used include Python for data processing, SQL for database management, and Tableau for data visualization.
I have experience working with machine learning algorithms such as regression, classificat...
I have contributed to improving data processing efficiency by implementing advanced machine learning algorithms and optimizing existing models.
Implemented advanced machine learning algorithms to improve predictive accuracy
Optimized existing models to increase efficiency and reduce processing time
Developed automated data processing pipelines to streamline workflow
Collaborated with cross-functional teams to integrate new...
Work challenges and solutions in data science role
One challenge is handling large volumes of data efficiently, solution is implementing parallel processing techniques like MapReduce
Another challenge is ensuring data quality, solution is developing data validation processes and implementing data cleaning algorithms
Dealing with complex algorithms is a challenge, solution is continuous learning and staying updated with la...
Generative AI and NLP are advanced technologies used to create content and understand human language.
Generative AI involves creating new content, such as images, music, or text, using algorithms like GANs.
NLP focuses on understanding and generating human language, used in chatbots, sentiment analysis, and language translation.
Use cases of Generative AI include deepfake videos, art generation, and text generation.
NLP is...
I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 3 interview rounds.
I applied via Naukri.com and was interviewed in Nov 2024. There were 3 interview rounds.
Migration of projects from server to cloud involves planning, testing, and executing the transfer of data and applications.
Assess the current server setup and identify all projects and data to be migrated
Choose a suitable cloud provider and plan the migration process
Test the migration process with a small project before moving larger ones
Ensure data security and compliance during the migration
Update any necessary confi...
Jira project configuration involves setting up workflows, issue types, fields, permissions, and notifications.
Define issue types (e.g. bug, task, story)
Create custom fields to capture specific information
Set up workflows to define the lifecycle of an issue
Configure permissions to control who can view and edit issues
Manage notifications to keep stakeholders informed
Scheduled script runs on a predefined schedule, while Map reduce script processes large datasets in parallel.
Scheduled script is used for automating tasks at specific times, like sending reports daily at 8am.
Map reduce script is used for processing large datasets by splitting them into smaller chunks and processing them in parallel.
Scheduled script is typically used for routine tasks, while Map reduce script is used fo...
Types of scripts in NetSuite include SuiteScript, SuiteTalk, SuiteFlow, and SuiteBuilder.
SuiteScript: JavaScript-based scripts for customizing NetSuite functionality.
SuiteTalk: Web services integration for connecting NetSuite with external systems.
SuiteFlow: Visual workflow tool for automating business processes.
SuiteBuilder: Customization tool for modifying NetSuite forms, fields, and records.
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
The basics questions are there regarding basic concepts of computer engineering
SDLC stands for Software Development Life Cycle, a process used by software development teams to design, develop, and test high-quality software.
SDLC is a structured process that consists of several phases such as planning, analysis, design, implementation, testing, and maintenance.
Each phase has its own set of activities and deliverables to ensure the successful completion of the software project.
Examples of SDLC mode...
I applied via Approached by Company and was interviewed in Oct 2024. There were 2 interview rounds.
Hooks are a new addition in React 16.8 that allow you to use state and other React features without writing a class.
Hooks are functions that let you use state and other React features in functional components.
useState() is a hook that allows you to add state to functional components.
useEffect() is a hook that allows you to perform side effects in functional components.
Custom hooks are reusable functions that can contai...
Create weather application in react native with unit test scripts
I appeared for an interview in May 2025, where I was asked the following questions.
Our CSR procedures focus on community engagement, sustainability, and ethical practices to create a positive impact.
Conduct regular assessments of community needs to align our CSR initiatives with local priorities.
Implement sustainability programs, such as reducing waste and promoting recycling in the workplace.
Encourage employee volunteerism by providing paid time off for community service activities.
Partner with loca...
Implementing a mentorship program to foster connections and enhance employee engagement across all levels of the organization.
Pairing new employees with experienced mentors to guide them through their onboarding process.
Organizing regular mentorship meetings to discuss career goals and provide feedback.
Encouraging cross-departmental mentorship to promote collaboration and knowledge sharing.
Measuring the program's succe...
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