← Back to Projects Insurance 
Insurance Analytics Pipeline
End-to-end data science pipeline for insurance claim risk classification with Pandera validation, sklearn-compatible preprocessing, FastAPI inference, and Typer CLI.
Overview
Production data science pipeline for insurance claim risk assessment with data validation.
Architecture
- Pandera for schema validation
- sklearn-compatible preprocessing pipeline
- Pluggable model training framework
- FastAPI inference endpoint
- Typer CLI for pipeline orchestration
Key Features
- Schema validation at every pipeline stage
- Pluggable model architecture
- FastAPI serving with input validation
- CLI-driven pipeline execution