Built a Real-Time Azure AI + AKS + DevOps Project – Looking for Feedback

Observability

Consider integrating Azure Application Insights for deeper telemetry and distributed tracing across services.

Model Lifecycle

Add versioning and retraining workflows for your AI models using ML Ops (e.g., Azure Machine Learning pipelines).

Data Simulation

Include a script or service that mimics realistic sensor data patterns (e.g., spikes, anomalies) to better test prediction accuracy.

Documentation

Expand your README with architecture diagrams, setup instructions, and a flowchart of how data moves through the system.

Security Hardening

Add role-based access control (RBAC) and network isolation (e.g., private AKS cluster with Azure Private Link).