My Projects

Here are some of the current projects I've been working on. I really enjoy creating new projects and coming up with new ideas. I'm always working on something new, so check back often!

Showing 9 of 9 projects
Pinned Homelab Infrastructure Homelab Infrastructure 2025 Building a production-grade homelab on mini PCs: 3-node Proxmox cluster, Kubernetes, infrastructure as code with Terraform/Ansible, and learning DevOps practices hands-on. Efficient setup running at $15/month electricity.
Pinned Production MLOps Infrastructure Production MLOps Infrastructure 2025 Built production ML systems from AI-powered drowning detection (96.8% accuracy, sub-500ms latency) to distributed training platforms (10x speedup, 65% cost reduction). Comprehensive MLOps journey covering edge deployment, Ray-based training, and hybrid cloud-edge architectures.
Pinned Multi-Cloud Migration Journey Multi-Cloud Migration Journey 2024 18-month journey migrating entire production infrastructure from AWS to GCP: 8.5TB database (15min downtime), 87 legacy VMs, 50+ microservices on Kubernetes. Achieved 30% cost reduction and zero unplanned downtime.
SFF PC Build SFF PC Build 2025 A detailed story of building a compact yet powerful Mini ITX workstation, covering challenges like bent motherboard socket pins, troubleshooting, and the decision-making behind each component.
Kubernetes Production Operations Kubernetes Production Operations 2025 Complete guide to running Kubernetes at scale: security hardening (85% attack surface reduction), cost optimization ($60k to $25k monthly), production readiness standards, and cluster operations achieving 99.9% uptime consistently.
Advanced Deployment Strategies Advanced Deployment Strategies 2025 Evolved from risky deployments to 30+ deploys/day with zero downtime. Comprehensive guide covering blue-green deployments, canary releases with Flagger, circuit breakers, and A/B testing using Istio and Traefik.
GitOps & CI/CD Automation GitOps & CI/CD Automation 2024 Transformed deployment process from 45-minute builds to 12-minute automated deployments. Journey through CI/CD optimization, ArgoCD GitOps implementation, and Flux2 advanced workflows achieving 40+ deploys/day.
Monitoring & Observability Monitoring & Observability 2024 Built comprehensive observability from blind operations to full visibility. Prometheus monitoring, centralized logging with trace IDs, and proactive infrastructure testing reduced MTTR from hours to minutes (90% improvement).
Vault Secret Management Vault Secret Management 2024 Production-ready secret management journey from manual 3AM unseal operations to fully automated system. Covers GCP KMS auto-unseal, HA deployment, operations, and automated secret synchronization managing thousands of secrets.
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✦ El Muhammad's Portfolio

© 2025 Aria

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