A Project for NLP Engineer role.

✅ Included Tasks

1. Insight Extraction – Filter and rank top Fashion creators from structured engagement data
2. Model Selection Thinking – NLP pipeline for classifying brand bios by category
3. Lightweight Demo – Brand classifier using Sentence-BERT and Logistic Regression

Notebook includes full explanation, working code, evaluation logic, and summary.

📁 Dataset

Included in mock_data/Mock_Creator_Engagement_Data.csv

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Candidate: Purnima Nahata
Contact: purnimanahata106@gmail.com | LinkedIn