End-to-End MLOps Pipeline with Kubernetes
Kubernetes
MLflow
Kubeflow
Argo CD
A production-grade MLOps platform that handles the complete machine learning lifecycle from experimentation to deployment. Built with modern DevOps practices and cloud-native technologies.
Features
- Automated CI/CD pipeline for ML models
- Model versioning and experiment tracking
- A/B testing infrastructure
- Monitoring and automated retraining