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Feature Extraction Agent

Applies feature engineering pipelines to extract categorical features (industry, content type), numerical features (budget range, duration), and derived features (urgency score, complexity index). Normalizes and encodes features for downstream ML models.

Agent ID
feature-extractor
Sector User-Generated Content (UGC) & Creator Economy
Status
Operational

Problem Statement

The challenge addressed

Raw brief data needs transformation into ML-compatible feature vectors that capture semantic meaning, categorical attributes, and numerical constraints for matching algorithms.

Core Logic

How the agent solves it

Applies feature engineering pipelines to extract categorical features (industry, content type), numerical features (budget range, duration), and derived features (urgency score, complexity index). Nor...

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