AI Software
AI-powered applications, intelligent interfaces, AI-assisted workflows and software systems.
Luther Sabuero
AI Software
Engineer
Vibe Coding • AI Agents • Automation • Full-Stack Systems
I turn ideas into production-ready software using AI-native engineering workflows.
From natural-language ideas to architecture, code, testing and deployment — I use AI as an engineering partner to build intelligent software systems.
Think. Architect. Vibe Code. Engineer. Deploy.
Engineering Flow
IDEA
AI
ARCHITECTURE
VIBE CODING
AI AGENTS
SOFTWARE
TESTING
DEPLOYMENT
PRODUCTION
What I Build
Capabilities
Six focus areas where AI-native engineering meets real-world systems.
Vibe Coding
AI-native development using structured prompts, iterative coding, architecture, testing and refinement.
AI Agents
Intelligent agents capable of reasoning through workflows, retrieving information and performing structured tasks.
Automation
Business and technical workflows transformed from repetitive manual processes into automated systems.
Cloud & Infrastructure
Cloud platforms, VPS, networking, deployment architecture, systems and infrastructure.
Full-Stack Systems
Modern web applications, APIs, databases, dashboards, business platforms and integrations.
About
From IT Engineering to
AI Software Engineering
With more than 20 years of experience in IT engineering, I have worked across infrastructure, networking, cloud platforms, enterprise systems, web technologies, automation and business operations.
Today, I combine that engineering foundation with AI-native development and Vibe Coding to build software faster while maintaining structure, reliability, security and maintainability.
My focus is not simply writing code. It is understanding a problem, designing the right system and using AI to accelerate the entire engineering lifecycle.
AI-Native DeveloperVibe Coding PractitionerAutomation ArchitectCloud & Systems Engineer
Career Evolution
IT Infrastructure
Networking & Systems
Cloud & Enterprise IT
Web & Software
Automation
AI
AI-Native Software Engineering
IT Experience
20+ Years of IT Engineering
The engineering foundation behind the AI-native work — Microsoft Azure, Microsoft 365, Google IT, networking, enterprise systems, security and infrastructure.
Career Timeline
- Foundation
IT Infrastructure & Systems
Building and maintaining physical servers, virtual machines, an in-house data center, workstations and base IT operations.
- Physical server & rack engineering
- Virtual machines (Hyper-V / VMware)
- In-house data center operations
- Windows Server administration
- Backup and recovery
- Expansion
Networking & Enterprise IT
Designing and operating networks, enterprise systems, communications and multi-site IT environments.
- Active Directory & Group Policy
- Exchange & email systems
- Wireless & enterprise networking
- Cloud & in-house PABX
- Multi-site IT management
- Cloud
Cloud & Microsoft 365
Migrating and operating workloads on Microsoft Azure, cloud VMs, Microsoft 365 and Office 365.
- Microsoft Azure administration
- Cloud VMs & VPS deployment
- Microsoft 365 / Office 365
- Intune / endpoint management
- Cloud migration
- Modern
Web, Automation & Software
Building web applications, automating business and technical workflows, and moving into software engineering.
- Web development
- Workflow automation
- Business systems integration
- APIs & scripting
- AI-Native
AI Software Engineering
Combining 20+ years of IT engineering with AI, LLMs, agents and Vibe Coding to build production software.
- AI-native development
- Vibe Coding methodology
- AI agents & automation
- Full-stack AI systems
Employment History
Foxchit Business System
IT Support
Private / IT Services
Foundational IT support role — desktop, hardware, basic systems and end-user troubleshooting.
POStech Technology
IT
Private / Technology
IT operations across point-of-sale and business technology environments.
Al Naser Club
IT
Semi-Government
IT operations in a semi-government sector organization — systems, networking and user support.
URUK Engineering & Contracting Co. LLC
IT & Software Engineering
EPC / Iraq EnergyCurrent
Current role — IT infrastructure, enterprise systems, cloud and AI-native software engineering for URUK Group, including the live EPC Opportunity Intelligence platform.
Platforms & Vendors
Microsoft Cloud
- Microsoft Azure
- Microsoft 365
- Office 365
- Windows Server
- Active Directory
- Exchange
- SharePoint
- Intune / Endpoint Manager
Google IT
- Google IT Support Professional
- Google Workspace
- Google Cloud fundamentals
Cloud & Edge
- Cloudflare
- VPS / Linux
- Cloud deployment
- DNS / CDN
- CI/CD
Infrastructure & Compute
- Physical Servers
- Virtual Machines (Hyper-V / VMware)
- In-House Data Center
- Cloud VMs (Azure / VPS)
- Server hardware & rack engineering
- Storage & RAID
Enterprise Systems
- ERP
- Business Systems
- Backup & Recovery
- Virtualization
- IT Operations
Communications
- Cloud PABX
- In-House PABX
- VoIP / SIP
- Telephony systems
- Voice & unified communications
Networking
- Ubiquiti
- Wireless / PtMP
- Enterprise networking
- PoE
- Remote infrastructure
Security & Identity
- Identity & Access
- Microsoft 365 security
- Endpoint security
- Network security
- Backup strategy
Credentials & Training
Google IT Support Professional
GoogleIT support, systems administration, networking, security and troubleshooting foundations.
Full CV available on request.
Featured Projects
Engineering, not demos
Real systems built with AI-native workflows — from trading intelligence to off-grid infrastructure. Click any project for the full case study.
Deployed Work
Live systems, not just concepts
Real, shipped projects you can visit. Each link opens the live deployment — these are production systems, not screenshots.
Methodology
Vibe Coding, Engineered.
Vibe Coding is not random prompting and accepting whatever AI generates. My approach combines natural-language interaction with software architecture, engineering standards, testing, security and continuous review.
Think
Define the problem.
Explore
Use AI to investigate possible solutions.
Architect
Define system boundaries and architecture.
Build
Use AI coding agents to implement.
Test
Validate functionality and assumptions.
Review
Challenge AI-generated implementation.
Refactor
Improve quality and maintainability.
Deploy
Move the system into production.
Monitor
Observe and improve continuously.
AI makes software development faster. Engineering makes it reliable. Vibe Coding connects the two.
AI Agent Workflow
AI as multiple engineering roles
AI can act as several engineering roles through the lifecycle. The human remains responsible for final engineering decisions.
AI Architect
Explores architecture and technical decisions.
AI Developer
Implements features and components.
AI Tester
Creates tests and identifies potential failures.
AI Reviewer
Challenges implementation and detects issues.
AI Documentation Engineer
Maintains technical documentation.
AI DevOps Assistant
Supports deployment and infrastructure workflows.
Human Engineering Judgment
AI accelerates every role. The human owns architecture, security and production decisions.
How I Build
Engineering Principles
Ten principles that keep AI-assisted development reliable, secure and production-ready.
Architecture before code.
Solve the problem, not just the prompt.
AI accelerates engineering; it does not replace engineering judgment.
Keep systems modular.
Automate repetitive work.
Test continuously.
Security by design.
Document important decisions.
Build for maintainability.
Production reliability over prototype hype.
AI Engineering Lab
Ongoing experimentation
A living view of what is being built, researched and explored. Status labels reflect real state — no inflated claims.
AI Trading Intelligence
ACTIVE DEVELOPMENT
Multi-timeframe XAUUSD analysis engine with AI reasoning and a 12-step decision pipeline.
Vibe Coding Framework
ACTIVE
The AI-native engineering methodology applied across every project.
EPC Opportunity Intelligence
DEPLOYED / ACTIVE
Live platform monitoring 61+ Iraq energy sources for EPC opportunities at leads.urukepc.com.
AI Business Automation
EXPLORATION
Turning repetitive business workflows into automated, monitored systems.
AI E-Commerce
PROJECT
Headless commerce architecture built with AI-assisted workflows.
Wireless Edge Infrastructure
DEPLOYED / PROJECT
Solar-powered off-grid PtMP wireless network for remote field equipment.
Technology Stack
Tools by purpose
Organized by role rather than a logo wall. Only technologies that can reasonably be supported by my actual experience.
AI
- LLMs
- AI Agents
- Prompt Engineering
- AI-assisted Development
- Automation
- Intelligent Workflows
Architecture Gallery
Interactive system diagrams
Click any architecture to open a detailed explanation of how the system is structured.
Business + Engineering
Between technology and business
My work sits between a business problem and a business outcome. Engineering is the bridge — AI and automation are how the bridge is built faster.
Understanding business requirements is not optional. The most elegant code that solves the wrong problem is still a failure. This is why engineering judgment matters more as AI accelerates implementation.
Problem → Outcome
BUSINESS PROBLEM
TECHNICAL ANALYSIS
SYSTEM DESIGN
AI
AUTOMATION
SOFTWARE
INFRASTRUCTURE
BUSINESS OUTCOME
Contact
Let's Build Something Intelligent.
Have an idea, workflow or business problem that could become software? Let's turn it into an engineered system.