Discuss Practical NLP Experience

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Problem

Scenario

You have worked on systems that process unstructured text and turn it into useful signals for downstream applications. The interviewer wants to understand which NLP techniques you have used in practice and how you think about applying them.

Question

What experience do you have with NLP techniques?

What This Tests

Text preprocessing and tokenization
Classical NLP with TF-IDF features
Word embeddings and semantic representations
Practical text classification experience