
APPLIED AIModels to services.
PALAKORN / FIELD NOTES↗ Aug 15, 2024 10 min read
Deploying Machine Learning Models to Production with FastAPI
Training an ML model is the easy part. Serving it reliably in production — with proper input validation, versioning, monitoring, and scaling — is where the real engineering happens. Here's a battle-tested approach using FastAPI.
Machine LearningPythonFastAPI