TCG Lifesciences fresher Interview Questions and Answers

Q1. Previous projects I have worked on
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Q2. Familiarity with ML Algorithms
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Q1. How to evaluate classification model.
Ans. 
Evaluation of a classification model involves assessing its performance and accuracy.
• Calculate accuracy, precision, recall, and F1 score

• Use confusion matrix to analyze true positives, true negatives, false positives, and false negatives

• Consider ROC curve and AUC to measure model's ability to distinguish between classes

• Cross-validation and train-test split can be used to validate the model's performance

• Compare the model
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Q2. What is list comprehension?
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List comprehension is a concise way to create lists in Python by combining loops and conditional statements.
• List comprehension is written inside square brackets []

• It consists of an expression followed by a for loop and optional if statements

• It can be used to create new lists, filter existing lists, or transform elements in a list

• Example: squares = [x**2 for x in range(1, 6)]

• Example: evens = [x for x in range(1, 11) if
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Q1. How you fit for this position
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Q2. What is your strength
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Q1. What is salary expectaton
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Q1. What is Segmentation
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Segmentation is the process of dividing a market into distinct groups of buyers who have different needs, characteristics, or behaviors.
• Segmentation helps companies target specific customer groups more effectively

• Types of segmentation include demographic, psychographic, behavioral, and geographic

• Example: A company may segment their market based on age, income level, or purchasing behavior
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Q2. What is Response Curve model
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Response Curve model is a mathematical model used to describe the relationship between a stimulus and the response it generates.
• It is commonly used in fields such as psychology, biology, and economics to understand how different variables interact.

• The model typically involves plotting the stimulus on the x-axis and the response on the y-axis to visualize the relationship.

• It can help researchers predict how changes in t...read more
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My self yerravally Rakesh Goud.
My graduation bsc biotechnology in osmania university my inter Geetanjali junior college.qnd SCC ZPHS in nemtoor

My self yerravally Rakesh Goud.im came from Telangana district and my education background i studied at osmania university bsc biotechnology and intermediate Geethanjali junior college and my ssc ZPHS nemtoor current working in Sanofi Healthcare Pvt Ltd india

Q1. Regarding ALCOA principles,filter integrity, Area and equipment qualifications, media fill
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Q1. Safety related , cleaning process , batch processing , as per sop and master control record some these are work in sap system
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Q2. Please introduce in yourself
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Q3. What are you known that sparkler aperation
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I am known for my ability to inspire and motivate others to achieve their goals.
• I have a natural talent for identifying people's strengths and helping them to develop those strengths.

• I am a skilled communicator and can effectively convey my ideas and vision to others.

• I have a positive attitude and am able to maintain a sense of optimism even in challenging situations.

• I lead by example and am always willing to roll up m...read more
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Q4. What are batch charging processing
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Batch charging processing refers to the process of charging multiple items at once.
• Batch charging processing is commonly used in industries such as manufacturing and logistics.

• It involves charging multiple items simultaneously, which can save time and increase efficiency.

• Examples of batch charging processing include charging multiple electric vehicles at a charging station or charging multiple batteries in a warehouse.

• ...read more
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Q5. Do you know capa process , validation deviation process
Ans. 
Yes, I am familiar with CAPA process and validation deviation process.
• CAPA (Corrective and Preventive Action) process is a quality management system used to identify, investigate, and resolve quality issues.

• Validation deviation process is used to document and investigate any deviations from the validated process or procedure.

• Both processes are important in ensuring quality and compliance in various industries, includin...read more
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Q1. Business related questions based on CV
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Q2. What are your aspirations for the role?
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My aspiration for the role is to utilize my expertise to drive impactful change and deliver exceptional results for clients.
• To leverage my skills and experience to provide valuable insights and recommendations to clients

• To collaborate with team members to develop innovative solutions to complex problems

• To continuously learn and grow professionally in order to stay ahead in the consulting industry
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