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romdhani mohamed amine

@romdhanimohamedamine

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AI Platform Engineer at Orel Services, building a governed, on-premise Agentic AI Platform for software delivery.

France

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At Orel Services, on assignment at Parades Technologie, I built and operate a self-hosted, Kubernetes-native Agentic AI Platform for governed software delivery. It turns Jira tickets into delivery plans and repository-grounded context, with automated validation and controlled human acceptance.

I implemented commit-versioned repository RAG, secure agent governance, and isolated preview automation. Alongside private inference on Kubernetes H200 GPU pods, I deployed Amazon Bedrock for approved cloud workloads; previously at Lisam Group, I led the migration from AWS and GCP to a private on-premise cloud.

Experience

Work history, roles, and key accomplishments

Current

Cloud Architect & AI Engineer

Current

Parades Technologie

May 2025 - Present (1 year 4 months)

Built and operate a self-hosted, Kubernetes-native Agentic AI Platform for governed software delivery, including contract-first workflows, repository RAG, secure agent governance, and hybrid private AI services.

Kubernetes VLLM RAG Pgvector Qwen3 Embedding MCP ArgoCD GitHub Actions Amazon Bedrock Kimi K2.5 Flyway PostgreSQL GitOps Security Observability

Current

Senior Cloud Consultant / Cloud Architect & AI Engineer

Current

Orel Services

Mar 2023 - Present (3 years 6 months)

Senior Cloud Consultant and AI Engineer on client assignments, including Cloud Architect & AI Engineer at Parades Technologie and Senior Cloud Consultant at Lisam Group.

Kubernetes GitOps Terraform Ansible AWS GCP AI Platform Engineering VLLM RAG Security

Senior Cloud Consultant

Lisam Group

Mar 2023 - Apr 2025 (2 years 1 month)

Led migration of infrastructure and services from AWS and GCP to a private on-premise cloud, built private Kubernetes clusters with GitOps, designed multi-site resilience, and secured the platform with Istio and Vault.

Ansible Kubernetes K3s Longhorn Kube Vip Flux CD Istio HashiCorp Vault Penetration Testing Velero

Cloud Architect – Infrastructure & Deployment Manager

EcoMundo

May 2021 - Mar 2023 (1 year 10 months)

Designed and delivered migration of compliance SaaS platform from OVH PaaS to AWS and GCP, introduced GitOps delivery, architected multi-cloud topology, and developed Kubernetes operators.

AWS GCP OVH Terraform Gitlab Flux CD Helm Kubernetes Istio Vault Jenkins AWS Sagemaker MLOps

Transverse Solutions Architect (Technical & Functional)

Sofrecom Tunisia, Orange Group

Mar 2018 - May 2021 (3 years 2 months)

Authored HLD/LLD architecture documents, advised on cloud-native migration strategy, built OpenShift proof of concept, and architected IoT cloud integrations and REST API compliance audits.

OpenShift IaaS CaaS PaaS OAuth Apigee REST APIs Cloud Architecture

Pre-Sales Integration Consultant

One Tech Business Solution

Dec 2017 - Mar 2018 (3 months)

Responded to RFI/RFP, designed Cisco campus networks, and architected an OpenStack IaaS solution for Orange Tunisia.

Cisco OpenStack IaaS Pre Sales RFI RFP

Head of Systems & Network Infrastructure

Ministry of National Defense, Tunisia

Jan 2008 - Dec 2017 (9 years 11 months)

Managed a team of engineers and technicians, designed virtualisation and OpenStack IaaS platforms, and led IT security policy and penetration testing.

Virtualization OpenStack DaaS IT Security Vulnerability Assessment Penetration Testing Team Management