Inkle Interview Questions and Answers

I have previous work experience as a Data Analyst at XYZ Company.

• Performed data cleaning and analysis on large datasets

• Created visualizations and reports to communicate findings to stakeholders

• Utilized statistical techniques to draw insights from data

Yes, I have worked with LLMs (Large Language Models) in natural language processing tasks.

• Trained LLMs such as GPT-3 for text generation tasks

• Fine-tuned pre-trained LLMs for specific NLP tasks like sentiment analysis or named entity recognition

• Used LLMs for language translation or text summarization tasks

Developed a machine learning model to predict customer churn for a telecom company.

• Collected and cleaned customer data including usage patterns and demographics.

• Used various classification algorithms such as logistic regression and random forest.

• Evaluated model performance using metrics like accuracy, precision, and recall.