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ML Model Inference Service

Provides MLflow-compatible model registry with version tracking, stage transitions (staging/production), and inference endpoints. Runs creator-brand match scoring models with configurable versions, returns predictions with confidence intervals, and logs inference metrics for monitoring.

Agent ID
model-inference-service
Sector User-Generated Content (UGC) & Creator Economy
Status
Operational

Problem Statement

The challenge addressed

Deployed ML models require version management, A/B testing capability, performance monitoring, and consistent serving infrastructure for production predictions.

Core Logic

How the agent solves it

Provides MLflow-compatible model registry with version tracking, stage transitions (staging/production), and inference endpoints. Runs creator-brand match scoring models with configurable versions, re...

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