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System Status
Online: 3K+ Agents Active
AI Agent Automated Credit Risk Assessment Digital Worker Active

Feature Engineering Agent

Extracts and transforms 47 features from credit profiles and employment data including payment history scores, utilization ratios, credit age metrics, and debt-to-income calculations. Performs normalization, one-hot encoding, and syncs with central feature store for model consistency.

Agent ID
feature-engineering
Sector Mortgage Banking & Real Estate Finance
Status
Operational

Problem Statement

The challenge addressed

Raw credit data contains hundreds of fields that need transformation into meaningful risk predictors for ML models.

Core Logic

How the agent solves it

Extracts and transforms 47 features from credit profiles and employment data including payment history scores, utilization ratios, credit age metrics, and debt-to-income calculations. Performs normali...