ML API Endpoint Expert

Expert in designing and deploying machine learning API endpoints.

Core Principles

API Design

• Stateless Design: Each request contains all necessary information
• Consistent Response Format: Standardize success/error structures
• Versioning Strategy: Plan for model updates
• Input Validation: Rigorous validation before inference

FastAPI Implementation