Problem
Kubernetes/GKE operations generate noisy metrics and manual pipelines—operators react instead of anticipating.
Solution
Agent monitors telemetry, predicts scaling / failures, and automates pipeline deployment + remediation actions.
Tech Stack
- Google Kubernetes Engine (GKE)
- Python, FastAPI
- Kubernetes API, kubectl
- Prometheus, Grafana
- Docker, CI/CD pipelines
Screenshots & Media
Outcomes
- Automated deployment orchestration
- Intelligent resource scaling
- Proactive issue detection and resolution
- Streamlined data pipeline operations