Ahmet Ramazan Temel

Platform & Cloud Engineer (AI)

Learn, build and improve new things.

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about

Platform & Cloud Engineer specialising in AI infrastructure. I design and operate multi-agent LLM systems end-to-end — from architecture through CI/CD pipelines to production observability.

My background spans full-stack engineering, cloud infrastructure (Azure & GCP), and security-first delivery. I work embedded with product teams as a Security Champion, bringing DevSecOps into every stage of the development lifecycle.

I learn, build, and improve systems. Committed to excellence and continuous growth.

AI Platform EngineeringMulti-agent LLM infrastructure — design to production, CI/CD, observability across 9–10 markets
Security ChampionDevSecOps embedded in daily work, ISA collaboration
Cloud-Agnostic DesignAzure & GCP — design, implementation, operations at scale
Architectural ThinkingSystems approach across infrastructure, deployment, and delivery
experience
Jul 2022 — Present
Software Engineer → Platform & Cloud Engineer (AI)
Mercedes-Benz

AI Agent platform for customer and internal interactions across multiple markets and regions. Multi-agent LLM system with A2A and MCP protocols. Full DevOps ownership: infrastructure, CI/CD pipelines, and observability stack. Previously: API platform development (oneAPI HUB & DOCs) and internal data dashboard. Security Champion embedded with the OneAPI team.

AzureGCPKubernetesTerraformHelmGitHub ActionsLangfuseFastAPIA2AMCPDevSecOps
Sep 2020 — Jun 2022
Software Engineer
NTT Data

Infrastructural and architectural setup of OKR-based HR performance management SaaS (WOKR). Built from scratch — full infra setup through feature delivery across 5 modules: OKR, check-in, feedback, performance, and competencies.

ReactASP.NET CoreAzureKubernetesSignalRDocker
Jun 2017 — Dec 2019
Project Management Engineer
Gursoy Group

Plan, schedule, and budget construction projects. Conduct project research and studies for top-tier management.

Project ManagementPlanningSchedulingBudget
Istanbul Technical University
2018 — 2019
MSc in Project Management
2012 — 2017
BSc in Civil Engineering
projects
⬡ VA
Mercedes Virtual Assistant
Mercedes-Benz · Virtual Assistant Team

AI Agent platform for customer and internal interactions. Multi-agent LLM system with A2A and MCP protocols. Full DevOps ownership: infra, CI/CD, and observability.

AzureGCPKubernetesTerraformGitHub ActionsLangfuseFastAPIA2AMCP
virtual-assistant · production · EU + AP
Agent Layer (A2A / MCP)
ADKFastAPIA2AMCP
AI Observability · Langfuse
self-hostedDocker ComposeSSOLLM tracingdata residency
Monitoring · GCP + Azure
dashboardsuptime checksalertinglog management
Infrastructure · GCP + Azure
Cloud RunDockerTerraformmulti-region
Markets · EU + AP
DEAUATNZ
◎ HUB
oneAPI HUB
Mercedes-Benz · OneAPI Team

Central internal API management portal for all Mercedes-Benz developers. API discovery, subscription management, consumer app self-service. Security Champion on this team.

Vue.jsNode.jsTypeScriptDevSecOps
certifications
AZ-900
Azure Fundamentals · Microsoft · 2025
AZ-204
Azure Developer · Microsoft · 2025
AZ-104
Azure Administrator · Microsoft · 2025
DevSecOps Belt
Mercedes-Benz · 2024