---
title: "Platform Cost Efficiency \u0026 Infrastructure"
description: "A cost-efficient operating model blending cloud, bare metal, and virtualization — without trading away uptime or audit-grade controls."
url: https://akemara.com/en/projects/platform-cost-efficiency/
lang: en
author: "Ahmed K Emara"
date: 2023-03-01
lastmod: 2023-03-01
section: projects
tags: ["Infrastructure","SRE","Kubernetes"]
---

# Platform Cost Efficiency & Infrastructure

> A cost-efficient operating model blending cloud, bare metal, and virtualization — without trading away uptime or audit-grade controls.

**The problem.** Cloud bills balloon fast in FinTech, and regulated workloads
still demand reliability, security, and observability.

**The approach.** I built a cost-efficient operating model that blends cloud,
bare metal, and virtualization — OCI, OVH, and Proxmox under Kubernetes and
Docker, with GitLab CI/CD, automation, and disciplined vendor governance — plus
SRE practices for monitoring, alerting, and incident response.

**The impact.** One of the most cost-efficient infrastructure models in our
market, without trading away uptime or audit-grade controls.