Machine Learning Risk Assessment Pipeline

Develop a comprehensive TypeScript data pipeline for automated financial risk assessment using TensorFlow.js. The system must ingest multiple financial datasets, perform feature engineering, train predictive models for credit risk, and generate real-time risk scores. Implement advanced type definitions for financial models, create a modular architecture supporting multiple machine learning algorithms, and design a secure, scalable infrastructure that can process millions of data points with sub-second latency.