SpamGuard MLOps — Landing

This repository highlights two complementary tracks of my MLOps skill set:

• Concepts (baseline): principles, architecture decisions, and end-to-end flow. Branch: mlops-concepts

• Market tools: DVC (data versioning) + MLflow (experiment tracking/model registry), hardened CI/CD and containerized deployment. Branch: mlops-market-tools

How to use:

• Read this overview and pick the track you’re interested in.
• Each branch has its own README with Quickstart, decisions, and trade-offs.

What you’ll see:

• Train → metric-gated promotion → serving
• Versioned artifacts, schema migrations (Drizzle/SQLite)
• GitHub Actions CI/CD
• Docker/Compose and K8s manifests (portability)
• DVC and MLflow in the market-tools track

Quick links:

• Concepts: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-concepts
• Market tools: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-market-tools

About this repository

This main branch is intentionally a minimal landing page. All runnable code, documentation, and CI live in the dedicated branches above.

Explore the branches:

• Concepts: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-concepts
• Market tools: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-market-tools

Notes

This landing branch does not contain runnable code. For hands-on instructions, Quickstarts, and deployment, open one of the branches linked above.