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I applied via Company Website and was interviewed in Nov 2024. There were 13 interview rounds.
Google primarily focuses on pure data structures and algorithms-based questions during coding interviews. Other computer science core topics are typically not covered in Google's interviews. Therefore, it is essential to be proficient in data structures and algorithms to succeed in the Google coding interview.
An aptitude test is a tool used to evaluate a person's skills, abilities, and potential for success in a specific role or activity.
Group discussion is a process of exchanging ideas and opinions among individuals on a specific topic. It is a structured form of communication in which participants have the opportunity to express their views while also listening to others' perspectives on the same subject.
An assignment is a task or piece of work that you are given to complete, particularly as part of your job or studies. The assignment for the course includes written assignments and practical tests, similar to tasks, work, jobs, or charges.
A case study is a detailed description and assessment of a specific situation in the real world, created for the purpose of deriving generalized insights and understanding. It can focus on an individual, a group of people, an organization, or an event, among other subjects.
posted on 24 Dec 2024
I applied via Referral and was interviewed in Nov 2024. There were 3 interview rounds.
I applied via Company Website and was interviewed in Nov 2024. There was 1 interview round.
I was interviewed in Nov 2024.
Here’s a simple framework to approach a case study effectively:
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Case Study Framework
1. Understand the Problem
Read the case thoroughly and identify the key issue.
Ask clarifying questions if needed (if in a live setting).
Summarize the problem in your own words.
2. Analyze the Situation
SWOT Analysis (Strengths, Weaknesses, Opportunities, Threats)
Identify relevant stakeholders.
Gather data or key insights from the case text.
3. Identify Alternatives
Brainstorm possible solutions to the problem.
Consider multiple approaches (e.g., short-term vs. long-term solutions).
4. Evaluate the Alternatives
Weigh the pros and cons of each solution.
Assess feasibility, costs,
Common performance issues in a system include slow response times, high resource usage, bottlenecks, and crashes.
Slow response times can be caused by inefficient code, network latency, or overloaded servers.
High resource usage can lead to system slowdowns and crashes, often caused by memory leaks or inefficient algorithms.
Bottlenecks occur when a component of the system becomes a limiting factor, such as a database ser...
I have experience in identifying and resolving software bugs through thorough testing and collaboration with developers.
Identifying bugs by reproducing issues reported by users
Collaborating with developers to understand root cause of bugs
Testing bug fixes to ensure they are effective
Utilizing bug tracking tools like Jira or Bugzilla
Experience with regression testing to prevent reoccurrence of bugs
Shortcut Tips for Coding Tests: 1. Master the Basics: Familiarize yourself with arrays, strings, loops, and conditional statements. 2. Learn Patterns: Concentrate on sliding window, two-pointer techniques, recursion, and divide-and-conquer methods. 3. Use Standard Algorithms: Study breadth-first search (BFS), depth-first search (DFS), sorting algorithms, and dynamic programming principles. 4. Understand Data Structures: Practice with stacks, queues, linked lists, and trees. 5. Practice Edge Cases: Consider scenarios involving empty inputs, duplicates, and large datasets. 6. Write Pseudocode: Outline your plan before starting to code. 7. Optimize Early: Always strive for efficiency in your solutions.
I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.
I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 4 interview rounds.
I am currently responsible for leading a team of data scientists, developing and implementing data-driven strategies, and ensuring the quality and accuracy of data analysis.
Leading a team of data scientists
Developing and implementing data-driven strategies
Ensuring quality and accuracy of data analysis
Developed a predictive model for customer churn using machine learning algorithms.
Used Python for data preprocessing and model building
Applied techniques like feature engineering and hyperparameter tuning
Evaluated model performance using metrics like accuracy, precision, and recall
The loss function used in XGBoost is typically the gradient boosting algorithm.
XGBoost uses the gradient boosting algorithm to minimize the loss function
Common loss functions include regression loss functions like squared error and logistic loss for classification
Users can also define custom loss functions in XGBoost
My professional aspiration is to lead a team of data scientists to drive impactful insights and innovations.
Lead a team of data scientists to tackle complex problems
Drive impactful insights and innovations through data analysis
Continuously learn and stay updated on the latest trends in data science
Collaborate with cross-functional teams to implement data-driven solutions
Seeking new challenges and growth opportunities in a more innovative environment.
Desire for new challenges and growth opportunities
Seeking a more innovative work environment
Looking to expand skill set and knowledge in data science
I am excited about the opportunity to contribute my data science skills to IDFC's innovative projects and make a meaningful impact.
Excited about contributing data science skills to innovative projects at IDFC
Opportunity to make a meaningful impact through data-driven solutions
Interested in working with a reputable organization like IDFC
My strengths include strong analytical skills and attention to detail. My weaknesses include a tendency to overthink and difficulty delegating tasks.
Strengths: strong analytical skills
Strengths: attention to detail
Weaknesses: tendency to overthink
Weaknesses: difficulty delegating tasks
I applied via campus placement at College of Engineering ( Formerly Pune Instiute of Enginering and Technology ), Pune and was interviewed in Nov 2024. There were 2 interview rounds.
Aptitude test contains Logical Reasoning Questions, Analytical Skills questions, and some general Questions, there are no coding questions for it
AML and KYC requirements are regulations that financial institutions must follow to prevent money laundering and verify the identity of their customers.
AML (Anti-Money Laundering) requirements involve monitoring transactions, reporting suspicious activities, and conducting customer due diligence.
KYC (Know Your Customer) requirements involve verifying the identity of customers, assessing their risk level, and maintainin...
I have a strong attention to detail and analytical skills that set me apart from my colleagues.
I have a proven track record of accurately identifying and resolving discrepancies in KYC documentation.
I excel at conducting thorough research and analysis to ensure compliance with regulations.
My ability to effectively communicate complex information to stakeholders sets me apart in team collaborations.
Strength: attention to detail, Weakness: perfectionism
Strength: Ability to meticulously review documents and identify discrepancies
Strength: Strong analytical skills to detect potential risks or fraudulent activities
Weakness: Striving for perfection may lead to spending too much time on a task
Weakness: Difficulty in delegating tasks due to desire for everything to be done perfectly
Implemented a new KYC process resulting in 30% reduction in onboarding time and 20% decrease in errors.
Led a team to revamp KYC procedures and systems
Introduced automation tools to streamline verification process
Trained staff on updated KYC regulations and best practices
Yes, I am a team player. I believe in open communication and collaboration. When conflicts arise, I address them directly and seek resolution.
I believe in open communication and collaboration within the team.
I address conflicts directly and seek resolution through constructive conversations.
I focus on finding common ground and working towards a solution that benefits the team as a whole.
I failed to meet a deadline due to poor time management.
Underestimated the time needed for a project
Did not prioritize tasks effectively
Learned to create a detailed schedule and set realistic deadlines
General English grammar knowledge and some calculations
posted on 16 Nov 2024
I applied via Recruitment Consulltant and was interviewed in Oct 2024. There were 2 interview rounds.
I currently manage a portfolio of 50 products across various buckets, handling 30 products alone and 20 with the help of Agencies.
Portfolio size: 50 products
Products handled alone: 30
Products handled with Agencies: 20
There are X number of Agencies working. To manage agency FOS and high poss cases, establish clear communication channels, provide regular training and support, set performance targets, and monitor progress.
Identify the number of Agencies currently working
Establish clear communication channels with the Agencies to ensure smooth coordination
Provide regular training and support to the agency Field Officers (FOS) to enhanc...
based on 23 reviews
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