Cloud-native microservices

The problem

Backend services need reproducible deployments and automated quality checks across environments.

The solution

Declarative configuration layers and multi-stage CI/CD pipelines.

System architecture

GitHub Actions → unit tests, linting, security scans → multi-stage Docker builds → deployment.

Engineering challenges

Reducing image size while keeping deployments reproducible and failures diagnosable.

Results & impact

• 40% reduction in container image footprint
• CI/CD enforces unit tests, linting, and container security scans
• Health-check endpoints and structured logging support failure triage

Results reported in the supplied resume; independent benchmarks are not provided.