Hello I'm

Mohammed Abdullah

DevOps Engineer | Agentic AI & AgentOps

Mohammed Abdullah - DevOps Engineer | Agentic AI & AgentOps

About Me

I am a DevOps Engineer with 15+ years running mission-critical enterprise infrastructure across Oracle, Cerner, and enterprise insurance DevOps in Riyadh. Today, I pair that foundation with daily hands-on work building and operating multi-agent systems, LLM automation, and MCP tool calling workflows in production. From Kubernetes, OCI, AWS, and Azure governance to agent orchestration, RAG pipelines, Python automation, and agent observability, I engineer resilient platforms end to end. I build autonomous systems on top of production-grade infrastructure discipline — the part of AI projects that usually kills them.

  • Agentic AI & MCP
  • Multi-Agent Orchestration
  • Kubernetes (CKA/CKS)
  • OCI / AWS / Azure
  • Terraform & GitOps
  • Agent Observability (PCA)
Download CV
15+
Years Enterprise Exp
35%
Faster Release Cycles
100%
Tier-2/3 SLA Compliance
23
Global Certifications

Featured Agentic Systems

Autonomous multi-agent systems, LLM gateways, and MCP tooling engineered with production SRE & DevOps discipline

LLM INFRASTRUCTURE & FINOPS

Multi-Provider LLM Gateway with Cost FinOps

OpenAI-compatible gateway routing across 10+ model providers with health-probed fallback chains, complexity-aware escalation, and per-model token/cost accounting. Engineered for high-availability LLM automation with deterministic failover and real-time FinOps telemetry.

OpenAI-Compatible API 10+ LLM Providers Health-Probed Fallbacks Token / Cost FinOps Python Automation
GitHub Repo TODO Architecture Writeup TODO
AGENTIC SEARCH & KNOWLEDGE VAULT

Autonomous Web-Intelligence Research Agent

Tavily MCP-powered deep-research agent that discovers emerging tech, extracts structured telemetry, and maintains a machine-readable knowledge vault. Combines tool calling and agentic search / RAG pipelines to synthesize verified technical intelligence.

Tavily MCP Agentic Search / RAG Tool Calling Knowledge Vault Python Automation
GitHub Repo TODO Architecture Writeup TODO
EDGE AGENTOPS & MULTIMODAL STT

24/7 Telegram Monitoring & Alerting Agent

Multi-channel monitoring (11 channels), scheduled sweeps, voice-note transcription (Arabic/English STT), and filtered alerting — running continuously on edge hardware (Android/Termux). Engineered for unattended workflow automation and high-signal operational alerting.

11-Channel Monitoring Arabic / English STT Android / Termux Edge Workflow Automation Python & Bash
GitHub Repo TODO Architecture Writeup TODO
DISTRIBUTED MULTI-AGENT MESH

Cross-Device Agent Fleet (A2A + MCP)

Self-hosted multi-agent system coordinating agents across Termux, Windows, and WSL over agent-to-agent protocols with SSH/Tailscale fallbacks. Enables distributed agent orchestration, remote tool calling, and resilient cross-node execution.

A2A Protocol MCP Servers Multi-Agent Systems SSH / Tailscale Mesh Termux · Windows · WSL
GitHub Repo TODO Architecture Writeup TODO

Technical Skills

  • Agentic AI & Orchestration: MCP Server Architecture, Multi-Agent Workflows, LLM Gateways & Fallback Routing, Agentic Search / RAG, Tool Calling, Agent Observability, Python & Bash Automation
  • Operation: Advanced System Administration, Monitoring, Incident Management
  • Cloud: OCI, AWS, Azure, Hybrid Architectures
  • Orchestration: Kubernetes (CKA/CKS), Docker, Helm
  • IaC & Automation: Terraform, Ansible, Jenkins, ArgoCD, Workflow Automation
  • Security: DevSecOps, Sandboxed Runtime Governance, Compliance, Network Security

Professional Skills

  • Communication
  • Team Work
  • Project Management
  • Creativity

Work Experience

Select any role below to inspect architectural impact & technology stack

DevOps Engineer

Malath Insurance | Riyadh, KSA
June 2025 – Present
Directing the full SDLC, enterprise CI/CD workflow automation, and release governance for enterprise insurance applications in Riyadh.
Inspect Architecture & Impact
Key Impact
  • Enterprise CI/CD & Governance: Directed enterprise CI/CD workflow automation, branch governance, and release standardization across a large Azure DevOps estate.
  • Government Integration: Architected secure data channels for the "IA Data Hub" ensuring strict regulatory compliance.
  • Automation: Implemented Liquibase for DB versioning and modular YAML pipelines, eliminating configuration drift.
  • Security: Enforced DevSecOps via SonarQube and OWASP ZAP integration.
Tech Stack
Azure DevOps Workflow Automation YAML Pipelines Liquibase Oracle DB SonarQube IIS

Operations Engineer (Cloud & Infra)

Oracle | Dubai, UAE
July 2022 – June 2024
Managing multi-cloud Kubernetes environments and executing legacy-to-microservices migrations on OCI.
Inspect Architecture & Impact
Key Impact
  • Efficiency: Reduced release cycle times by 35% via optimized GitHub Actions & Jenkins pipelines.
  • Performance: Achieved a 12% latency reduction and 20% API improvement by deploying a full observability stack.
  • Security: Cut security incidents by 20% through centralized secret management (Key Vault/AWS KMS).
Tech Stack
Kubernetes (OKE/EKS) Docker Helm Prometheus Grafana

HIS Analyst / System Engineer

Cerner | Dubai, UAE
Sep 2016 – Dec 2022
Leading technical implementation of Cerner Millennium solutions across major hospital networks.
Inspect Architecture & Impact
Key Impact
  • Optimization: Improved operational efficiency by 22% through automated go-live activities and user training.
  • Reliability: Integrated Oracle systems into hospital infrastructure with a focus on root cause analysis for critical incidents.
Tech Stack
Cerner Millennium Oracle Systems System Integration Automation

IT Engineer

Injazat Data Systems | Abu Dhabi, UAE
Aug 2012 – Sep 2016
Managing hybrid infrastructure and ensuring network security compliance.
Inspect Architecture & Impact
Key Impact
  • Uptime: Maintained 100% SLA compliance for Tier-2/3 support.
  • Security: Conducted regular audits and network hardening on Palo Alto firewalls to mitigate vulnerabilities.
Tech Stack
Palo Alto Load Balancers Hybrid Infra Network Security

Previous Experience

Khartoum, Sudan
2009 – 2012
Foundational experience in network architecture and systems engineering.
Inspect Architecture & Impact
Roles
  • System Engineer: Sudanese Network Company (SUN)
  • Network Engineer: Sudanese Network Company (SUN)

Certificates

  • All Categories 18
  • AI & Agentic 2
  • DevOps and cloud 10
  • System 1
  • Network Certificates 5

AgentOps & Guardrails

My CKS (Certified Kubernetes Security Specialist) credential maps directly to sandboxed, least-privilege agent execution and tool-calling isolation, while PCA (Prometheus Certified Associate) maps directly to LLM/agent observability, token accounting, and latency telemetry.

ArgoCD

ArgoCD Certificate

CKA

CKA Certificate

AWS Certified Cloud Practitioner

AWS Certificate

CKS

CKS Certificate

Microsoft Azure

Microsoft Azure Certificate

OCI Devops Professional 2023

OCI DevOps Certificate

Oracle Cloud Infrastructure 2021 Architect Associate

OCI Architect Associate Certificate

Oracle Cloud Infrastructure 2021 Certified Architect Professional

OCI Architect Professional Certificate

Oracle Cloud Infrastructure 2021 Cloud Operations Associate

OCI Cloud Operations Certificate

Prometheus

Prometheus Certificate

AXELOS

AXELOS Certificate

VMware Certified Professional (VCP) 6 - Data Center Virtualization certificate

VMware VCP 6 Certificate

MCP

MCP Certificate

MCITP_2008

MCITP 2008 Certificate

MCSA_2012

MCSA 2012 Certificate

Cisco Certified Network Associate Routing and Switching certificate

CCNA R&S Certificate

Cisco Certified Network Associate Security certificate

CCNA Security Certificate

Cisco Certified Network Professional Enterprise certificate

CCNP Enterprise Certificate

Cisco Certified Network Professional Routing and Switching certificate

CCNP R&S Certificate

Cisco Certified Specialist - Enterprise Advanced Infrastructure Implementation certificate

Cisco Enterprise Advanced Infrastructure Certificate

Cisco Certified Specialist - Enterprise Core certificate

Cisco Enterprise Core Certificate

Junos certificate

Junos Certificate

Palo Alto ACE certificate

Palo Alto ACE Certificate