Vichara Technologies Senior Manager Interview Questions and Answers

Q1. Pharma industry questions
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Q1. Describe MMx process
Ans. 
MMx process is a strategic marketing process that focuses on maximizing market share and profitability.
• MMx process involves analyzing market trends and competition

• It includes identifying target customers and developing marketing strategies to reach them

• MMx process also involves monitoring and adjusting strategies based on performance metrics
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Q1. Talk about things that motivate you
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I am motivated by challenging projects, opportunities for growth, and making a positive impact.
• Challenging projects push me to learn and grow

• Opportunities for growth keep me engaged and excited

• Making a positive impact on others or the company drives me to do my best

• Recognition and appreciation for my work also motivates me
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Q1. How model maintainance was done, mlflow
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Model maintenance is done using MLflow, a platform for managing the end-to-end machine learning lifecycle.
• MLflow provides tools for tracking experiments, packaging code, and deploying models.

• It allows for easy comparison of different model versions and tracking of performance metrics.

• MLflow can be integrated with popular machine learning libraries like scikit-learn, TensorFlow, and PyTorch.

• Model maintenance involves re...read more
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Q2. What is precision recalll
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Precision recall is a measure used in classification tasks to evaluate the quality of the model's predictions.
• Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.

• Recall is the ratio of correctly predicted positive observations to the all observations in actual class.

• Precision and recall are often used together to evaluate the performance of a classification m...read more
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Behavioural question, business development experience

Discussion on resume? Why did you use deep learning model?

Q1. Walk me through your profile highlighting 2-3 key achievements
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Q2. *Include pointers that are most relevant to job description * Weave entire profile like a story showing that you have growing trend * Put your achievements in CAR format. Challenge that d project had, Act...read more
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Q1. What will be your 30 days plan if you are hired?
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Q1. Why are you looking for a change?
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Q1. About yourself question
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Q2. Data science questions
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