Escorts Kubota Limited Interview Questions and Answers

Q1. How will you handle imbalance data?
Ans. 
I will use techniques such as oversampling, undersampling, or SMOTE to handle imbalance data.
• Use oversampling to increase the number of instances in the minority class.

• Use undersampling to decrease the number of instances in the majority class.

• Use Synthetic Minority Over-sampling Technique (SMOTE) to generate synthetic samples for the minority class.

• Evaluate the performance of different techniques using metrics like pr...read more
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Q2. How will you incorporate testing in your data pipelines?
Ans. 
Testing in data pipelines is crucial for ensuring data quality and reliability.
• Implement unit tests to validate individual components of the pipeline

• Utilize integration tests to verify the interaction between different components

• Perform end-to-end testing to ensure the entire pipeline functions correctly

• Use data validation techniques to check for accuracy and completeness

• Automate testing processes to streamline the tes...read more
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Q3. Explain the project
Ans. 
The project is a software development initiative to create a new customer relationship management system for our sales team.
• Developing a new CRM system to improve sales team efficiency

• Implementing features such as lead tracking, customer communication tools, and reporting capabilities

• Collaborating with sales team members to gather requirements and feedback

• Testing and refining the system before full implementation
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Q1. Explain the project
Ans. 
The project involves implementing a new customer relationship management system to improve team efficiency and customer satisfaction.
• Developing a CRM system to track customer interactions and improve communication

• Training team members on how to use the new system effectively

• Monitoring and analyzing data to measure the impact of the new system

• Collaborating with IT department to ensure smooth implementation

• Regularly upda...read more
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Q2. What are the guardrails when building a RAG chatbot using LLMs?
Ans. 
Guardrails when building a RAG chatbot using LLMs
• Ensure the chatbot's responses are accurate and reliable

• Implement safeguards to prevent the chatbot from providing incorrect or harmful information

• Regularly update and fine-tune the chatbot's language model to improve performance

• Monitor user interactions to identify and address any issues or biases in the chatbot's responses
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Q1. Technical respect of project
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Q2. HR round for personal and other
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Q1. What are the differences between first angle projection and third angle projection in technical drawing?
Ans. 
First angle projection and third angle projection are two different methods used in technical drawing to represent a 3D object on a 2D plane.
• First angle projection is commonly used in Europe and Asia, where the object is imagined to be in the first quadrant (between the object and the observer).

• Third angle projection is predominantly used in North America, where the object is imagined to be in the third quadrant (behin...read more
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Q2. What is your understanding of Supply Chain Management (SCM)?
Ans. 
Supply Chain Management (SCM) involves the coordination and optimization of all activities involved in the sourcing, procurement, production, and logistics of a product.
• SCM focuses on the efficient flow of goods and services from the point of origin to the point of consumption.

• It includes planning, sourcing, making, delivering, and returning products in a way that maximizes customer value and achieves a competitive adv...read more
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Q1. I am ready for interview
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Q2. I will do best
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Q1. All activities done by accordingly to Company policy
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Q2. I am working hard company policy and procees
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Q1. All activities doing is very well
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Q2. My 100 % give me all target of company
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Q1. I can do it very easy and hard working
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Q2. It is easy very well all ouestion of company
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Group decision is very well my decision

Q1. Hard working strength and flexibility
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Q2. It is very well and hard working
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Q1. I am ready for interview
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Ok i am ready for interview
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Q2. I am confidential
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Do you best my life is all efforts
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Q1. I am filling very well
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My side can do best in company policy
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Q2. I am doing my best
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Q1. I am doing hard working
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Q2. I am taking it good decision during working
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Q1. I am going to safety task
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Q2. I am doing work accordingly to company policy
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Q1. Related to electrical work, highway operation and maintenance
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Q2. Related to electrical field work, highway running project.
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Electrical interview