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Data Engineering Agent

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Parent Worker Comprehensive Agentic Intelligence Platform

Agent ID

data-engineer

Portal Nexgile-MuniSpectra Central - AI-Powered Specialized Education Management System

Sector Special Education & Developmental Disability Services

Status

Operational

Problem Statement

The challenge addressed

Aggregating data from IEP systems, behavioral databases, and assessment platforms involves connection management, query optimization, and data quality assurance across heterogeneous sources.

Core Logic

How the agent solves it

Executes data extraction, validation, and transformation workflows with self-healing capabilities. Tools: connect_database (1000ms latency, 98% success), query_iep_data, query_behavioral_data, validat... Executes data extraction, validation, and transformation workflows with self-healing capabilities. Tools: connect_database (1000ms latency, 98% success), query_iep_data, query_behavioral_data, validate_data_quality. Implements self-healing: recovers from API rate limits via exponential backoff with jitter, reduces batch size 50→25 records, recovers in 1500ms with context preserved. Achieves 96.8/100 data quality scores.

System Navigation

Explore related components

Portal

Nexgile-MuniSpectra Central - AI-Powered Specialized Education Management System

Digital Worker

Comprehensive Agentic Intelligence Platform

Current Agent

Data Engineering Agent

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