Adaptive Learning Path Generator with Machine Learning Integration

Develop a type-safe API service in TypeScript that generates personalized learning paths using machine learning recommendations. Create a comprehensive schema that maps student performance, learning styles, and curriculum constraints, with support for dynamic content recommendation. Implement a modular architecture that can integrate with external ML services, provides type-safe data transformations, and supports complex recommendation algorithms with comprehensive logging and traceability.