README.md

Nexoryx_MLOps_Platform

Production-ready MLOps platform for Kubernetes with:

• Apache Airflow
• MLflow
• MinIO
• PostgreSQL
• Redis
• Spark
• JupyterHub
• Prometheus
• Grafana
• NGINX Ingress

Features

• Kubernetes-native architecture
• MLflow tracking server
• Airflow workflow orchestration
• Spark job execution
• Object storage using MinIO
• Monitoring with Prometheus and Grafana
• Persistent storage
• Horizontal scaling
• Ingress-based routing
• Secrets management
• Production-ready manifests

Stack

• Kubernetes
• Docker
• Apache Airflow
• MLflow
• Apache Spark
• PostgreSQL
• Redis
• MinIO
• JupyterHub
• Grafana
• Prometheus

Deploy

kubectl apply -f kubernetes/

Namespace

nexoryx-mlops

Components

• airflow-webserver
• airflow-scheduler
• mlflow
• spark-master
• spark-workers
• postgres
• redis
• minio
• grafana
• prometheus

Notes

Update passwords, ingress domains, and storage classes before production deployment.

Project Roadmap

• Kubernetes Helm charts
• GitOps support
• CI/CD improvements
• Monitoring dashboards
• Multi-cloud support
• Security hardening

GitHub Actions

This repository includes:

• Shell validation
• Markdown linting
• Terraform validation (where applicable)

Example Deployments

See:

• examples/
• docs/

Related Nexoryx Projects

This repository is part of the Nexoryx infrastructure ecosystem.