I’m a DevOps Engineer focused on building reliable, scalable, secure, and automated systems.
I enjoy working across Cloud Infrastructure, CI/CD, Kubernetes, Infrastructure as Code, DevSecOps, Observability, and AI-powered DevOps automation.
- 🔭 Building practical AI + DevOps + Cloud projects
- ☁️ Working with AWS and cloud-native infrastructure
- 🐳 Containerizing applications with Docker
- ☸️ Automating deployments with Kubernetes
- 🏗️ Managing infrastructure with Terraform & Ansible
- 🔄 Building CI/CD pipelines with Jenkins & GitHub Actions
- 🔐 Integrating security into software delivery with DevSecOps
- 🤖 Exploring AI for incident response, log analysis, PR review, and self-healing infrastructure
- 📚 Learning by building, troubleshooting, automating, and sharing
| Project | What it does |
|---|---|
| 🤖 AI PR Reviewer | AI-assisted pull request review for DevOps workflows |
| 🩺 Self-Healing Infra Agent | Experiments with automated infrastructure detection and remediation |
| 📊 AI Log Analyzer | AI-assisted application and infrastructure log analysis |
| ☸️ AI K8s Incident Triage | AI-assisted Kubernetes incident investigation |
| ☁️ AWS DevOps Zero to Hero | Hands-on AWS + DevOps learning and implementation |
| 🚀 DevOpsLabX | Practical DevOps, automation, infrastructure, and deployment work |
prometheus-community/helm-charts
Contributed an upstream fix to the Kubernetes monitoring ecosystem by improving label propagation for kube-prometheus-stack CRD upgrade resources.
- 🔧 Fixed inconsistent
crds.upgradeJob.labelspropagation - 🎯 Ensured configured labels are consistently applied across CRD upgrade resources
- 🤝 Collaborated directly with upstream maintainers through review and iteration
- 👨💻 Author of the merged change
- 🤝 Final squash commit includes co-authorship with Jan-Otto Kröpke
- ✅ Passed Chart Testing, Super Linter, generated-file checks, and integration tests
- 🚀 PR #7271 — Merged into
prometheus-community/helm-charts:main - 🔗 Merged commit:
59947e7
Contributed a TLS certificate troubleshooting playbook with concrete SNI/SAN inspection for Kubernetes incidents. The maintainer merged the relevant work into the project through PR #226, shipping commit 275e41d9.
- 🔐 Added SNI/SAN inspection using
openssl s_client -showcerts - 📜 Reads certificate validity and SAN coverage from
tls.crtwithout touchingtls.key - 🎯 Covers certificates that are unexpired but don't cover the requested hostname
- 🧪 Tested against the project's real 27-playbook registry and multiple incident snapshots
- 🔒 Avoided requiring additional cert-manager RBAC permissions
- 🤝 Incorporated maintainer review and testing into the final implementation
- 🏆 Merged upstream and credited in
.all-contributorsrc, README, and CHANGELOG - 🚀 PR #211 — Merged via #226
- 🔗 Merged commit:
275e41d9
View PR #211 → · View PR #226 →
Building AI systems that don't just observe infrastructure — they help engineers understand, decide, and act.
| 🧠 AI Capability | ⚙️ DevOps Problem | 🚀 Outcome |
|---|---|---|
| 🔍 PR Intelligence | Review infrastructure & deployment changes | Safer, faster code reviews |
| 📜 Log Intelligence | Find patterns inside noisy logs | Faster troubleshooting |
| ☸️ Incident Intelligence | Investigate Kubernetes failures | Quicker incident triage |
| 🧩 Root Cause Analysis | Connect symptoms to likely causes | Better debugging decisions |
| 🔧 Automated Remediation | Execute repeatable recovery actions | Less manual intervention |
| ♻️ Self-Healing Systems | Detect → decide → recover | More resilient infrastructure |
My AI + DevOps direction:
Observe → Understand → Decide → Act → Verify → Learn
- 📦 Jenkins Zero to Hero
- ⚙️ GitHub Actions Zero to Hero
- ☸️ Kubernetes Zero to Hero
- 🏗️ Terraform
- 🔧 Ansible
- 🛡️ DevSecOps Tools Installation
- ☁️ Build production-style AWS architectures
- ☸️ Go deeper into Kubernetes and platform engineering
- 🏗️ Master Infrastructure as Code and GitOps workflows
- 🔐 Strengthen DevSecOps and cloud security practices
- 🤖 Build useful AI agents for real DevOps problems
- 🌍 Contribute more consistently to open source
I’m interested in collaborating on projects around:
AWS · Kubernetes · Terraform · CI/CD · DevSecOps · Observability · Platform Engineering · AI for DevOps
Have an interesting idea, issue, or open-source project? Feel free to connect or open a discussion.
I share hands-on DevOps projects, cloud automation, Kubernetes experiments, DevSecOps practices, and AI-powered DevOps ideas.
⭐ Star the repositories that help you · 👀 Explore the projects · ➕ Follow for more
Learn → Build → Automate → Secure → Share → Repeat 🚀




