Kapture CX Data Scientist Interview Questions and Answers

Implemented data-driven strategies to increase revenue by 15% in previous company.

• Developed predictive models to optimize pricing strategies

• Identified key customer segments for targeted marketing campaigns

• Automated data collection and analysis processes for efficiency

• Collaborated with cross-functional teams to implement data-driven decisions

Implemented a machine learning model to predict customer churn using advanced algorithms

• Developed a predictive model using logistic regression, random forest, and gradient boosting

• Utilized feature engineering techniques to improve model performance

• Integrated the model into the company's CRM system for real-time predictions

Around 600 flights are handled by Bangalore airport on a daily basis.

• Bangalore airport is one of the busiest airports in India

• It handles both domestic and international flights

• On average, there are around 25-30 flights per hour

• The number of flights may vary depending on the day of the week and time of the year