E Merge Tech Global Services Interview Questions and Answers

Q1. Intro your self
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Q2. Types of denials , explian in detail
Ans. 
Types of denials in client partnerships include authorization, eligibility, medical necessity, and timely filing denials.
• Authorization denials occur when services are provided without proper approval from insurance.

• Eligibility denials happen when the patient's insurance coverage is not active or does not cover the service.

• Medical necessity denials occur when the service provided is not deemed medically necessary by the...read more
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Q3. Auth and types in detail
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Authentication (Auth) is the process of verifying the identity of a user or system. There are various types of authentication methods.
• Authentication is crucial for ensuring security in systems and applications.

• Types of authentication include password-based, biometric, two-factor authentication, and OAuth.

• Examples: Password-based authentication requires users to enter a password to access their accounts. Biometric authe...read more
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Q1. Non covered and its types
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Non-covered refers to services not included in an insurance policy. Types include cosmetic procedures, experimental treatments, and certain elective surgeries.
• Non-covered services are typically outlined in the insurance policy's exclusions section.

• Examples of non-covered services may include cosmetic procedures like teeth whitening, experimental treatments not approved by the FDA, and elective surgeries like plastic su
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Q2. Appeal and re- con and differentiate and why need to send this two
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Q1. When should classical machine learning models, deep learning, and large language models be utilized?
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Q2. What is a Convolutional Neural Network (CNN), and what is its architecture?
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Q3. What is a Recurrent Neural Network (RNN), and how does it function?
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Q4. How does Long Short-Term Memory (LSTM) work, and how is it different from Recurrent Neural Networks (RNN)?
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Q5. What are filters in Convolutional Neural Networks (CNNs), and how do they function?
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Q6. How does a Convolutional Neural Network (CNN) detect lines in an image?
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Q7. What is the vanishing gradient problem, and what steps can be taken to prevent it?
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Q8. Given a dataset and an integer k, which represents the desired number of clusters, write a Python function that performs hierarchical clustering on the dataset and returns the points associated with k clus...read more
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Q1. Basic question on the tool I use in previous company and ask question on the components of it.
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Q1. More on what is my role and managerial round.
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Q1. 2 hour long interview with a panel of 4. Possibly every single question that can be asked and repeatedly same things. They tried understanding the process and functions elaborately way too much which was ...read more
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Q1. Everything was already asked. But they need to drench and waste time of the candidate and themselves so they set up another round of technical to ask the same questions again and again.
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Q1. Trail balance Corp chat
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Q2. Team handling situations based question
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Q1. What does S/4 HANA implementation involve?
Ans. 
S/4 HANA implementation involves migrating business processes to SAP's latest ERP system for improved efficiency and real-time analytics.
• Data migration from legacy systems to S/4 HANA

• Business process reengineering to align with S/4 HANA functionalities

• Customization and configuration of S/4 HANA modules

• Training employees on using the new system effectively

• Testing and validation of the implemented solution
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Q2. What is the process for setting up a master data set?
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Setting up a master data set involves identifying data sources, cleansing data, defining data attributes, and establishing data governance.
• Identify all relevant data sources that will be included in the master data set

• Cleanse the data to ensure accuracy and consistency

• Define data attributes such as data types, formats, and relationships

• Establish data governance policies and procedures to maintain data quality and integ
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Q1. Royalty process
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Q2. Intercompany pricing process
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Q1. Team handing Experience and salary discussion
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Bachelor of Commerce degree with a GPA of 6.79 and an accompanying resume.

Q1. Location send Hyderabad komplly
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Q2. Hardwark honest project
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Q3. First introducedy
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Q4. Salarypackge and times
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Q5. Respect to office staff
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Q1. What's the CI/CD workflow that's followed in your team?
Ans. 
Our team follows a CI/CD workflow that includes automated testing, code reviews, and continuous integration.
• Automated testing is run on every code change to catch bugs early.

• Code reviews are conducted before merging changes to ensure code quality.

• Continuous integration is used to automatically build and test code changes in a shared repository.

• Deployment pipelines are set up to automate the release process.

• Version cont...read more
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Q2. Has there been any security incident and how have you handled those ?
Ans. 
Yes, there have been security incidents and I have handled them effectively.
• Implemented security protocols to prevent future incidents

• Conducted thorough investigation to identify the root cause

• Collaborated with IT team to strengthen security measures

• Communicated with stakeholders to ensure transparency and trust

• Provided training to employees on cybersecurity best practices
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Q3. Difference between authorization and authentication ?
Ans. 
Authentication verifies the identity of a user, while authorization determines what actions a user is allowed to perform.
• Authentication confirms the identity of a user through credentials like passwords or biometrics.

• Authorization determines the level of access or permissions a user has once their identity is confirmed.

• Authentication is the process of logging in, while authorization is the process of granting or denyin...read more
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Q4. LLD for an authentication and authorization system
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LLD for an authentication and authorization system
• Separate modules for authentication and authorization

• Use of secure hashing algorithms for storing passwords

• Role-based access control implementation

• Audit logging for tracking user actions

• Integration with external identity providers
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Q1. Design a document managed storage like google drive as an E2E solution.
Ans. 
Design a document managed storage like Google Drive as an E2E solution.
• Implement user authentication and authorization for secure access.

• Create a user-friendly interface for uploading, organizing, and sharing documents.

• Include features like version control, file syncing, and search functionality.

• Utilize cloud storage for scalability and accessibility.

• Implement encryption for data security.

• Integrate with third-party app
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Q1. Qn on fin statements. Given a situation how it would impact three fin statements
Ans. 
Changes in a situation can impact financial statements differently
• Changes in revenue will impact income statement by affecting net income

• Changes in inventory levels will impact balance sheet by affecting assets

• Changes in debt levels will impact cash flow statement by affecting financing activities
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Q2. Qn on DCF
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Discounted Cash Flow (DCF) is a valuation method used to estimate the value of an investment based on its future cash flows.
• DCF calculates the present value of expected future cash flows by discounting them back to their current value.

• It takes into account the time value of money, risk, and opportunity cost of capital.

• The formula for DCF is: DCF = CF1/(1+r)^1 + CF2/(1+r)^2 + ... + CFn/(1+r)^n, where CF is cash flow and...read more
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Q1. Case interview focused on calculating the financial aspects of a coffee shop, from fund sourcing to profit calculation,EDA (Excel or paper were not permitted for calculations). the interviewer aimed to a...read more
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