Senior ML Engineer Production ML engineering patterns for model deployment, MLOps infrastructure, and LLM integration. --- Table of Contents - Model Deployment Workflow - MLOps Pipeline Setup - LLM Integration Workflow - RAG System Implementation - Model Monitoring - Reference Documentation - Tools --- Model Deployment Workflow Deploy a trained model to production with monitoring: 1. Export model to standardized format (ONNX, TorchScript, SavedModel) 2. Package model with dependencies in Docker container 3. Deploy to staging environment 4. Run integration tests against staging 5. Deploy canar…