AI Automation Engineer | Applied AI | Workflow Architect | Systems Builder
I'm an AI automation engineer who partners with businesses to turn operational challenges and ambitious ideas into intelligent, self-running systems. I don't just deploy AI tools; I implement AI as the infrastructure layer of your business, and I handle end to end from audit, build, deployment, maintenance.
My journey started in Civil Engineering then data analysis, where I developed a deep understanding of systems thinking and process optimization. When I moved into AI Automation, I found the perfect intersection of my analytical background and my drive to solve complex operational challenges. And when I saw how far modern AI could actually reason, not just follow rules, I found the next level of that intersection entirely. Since then, I've become obsessed with building AI systems that don't just automate tasks, they automate decision-making, turning your operations into a force multiplier.
What I Build: I turn business operations into automation systems. I connect the tools, platforms, and APIs a business already runs on, put AI where the manual decisions and busywork used to be, and wire it into one system that runs on its own. Whatever the job needs, I build to fit it: automation workflows, AI agents, or full custom applications.
Results: The full case studies live on my website, but short version is, I've built lead generation systems that pull verified data across platforms and hand back ready-to-send outreach. Inbox systems that triage, draft, and route email with a human approving before anything sends. Content systems that research, write, and publish end to end on their own. And live dashboards that pull straight from a company's ERP onto a frontend. Different industries, same job every time: connect what's already there, automate the work that shouldn't need a person, and leave behind a system that keeps running.
Technical Expertise:
AI Automation & Orchestration: n8n for heavy workflows, webhook handling, multi-agent systems, autonomous task execution, human-in-the-loop validation, error-resilient pipelines, and platform connections (HubSpot, GoHighLevel, ClickUp, Notion). Can manage VPS servers, cloud, as well as experience in different ai tools and platforms (make, zapier).
AI Agents: Claude Code skill architecture and orchestration, MCP server integration, multi-tool and multi-agent design, browser automation, prompt/context/loop engineering.
Full-Stack Development: web (Next.js, React, Python), iOS and Android, frontend, backend, design, APIs.
Databases: SQL and vector databases (Supabase, Qdrant, Pinecone) for RAG systems.
Data: JSON parsing, enrichment, deduplication logic, automated reporting, and visualization (Looker Studio, Power BI).
AI Models: Frontier Models Claude, ChatGPT, Gemini, and open source models like llama.
Foundation: Systems Thinking, Business Acumen, and Brand & Content Creation. Also a creator-founder.
My Approach: I don't just build on command; I partner with you to architect the best possible solution. My process is transparent, structured, and designed for success:
Strategic Discovery and Ideation: Our partnership begins with your vision. Whether you have a specific process to automate, a vague idea, or just a problem to solve, we start here. We'll brainstorm possibilities and identify the highest-impact AI opportunities in your business. From there, I reverse-engineer your existing workflows, or design new ones from scratch, and define what success looks like, so we know what we’re building is working and your investment in me and your business is returning an ROI.
System Architecture and Design: I create plans, roadmaps and clear architecture diagrams that outline the entire system: the tech stack, infrastructure choices, API integration points, and data flow, so we build on a solid foundation and not something that will break in a few weeks.
Iterative Build and Communication: I build the implementation in logical phases, providing continuous updates via your preferred channel (Slack, Email). You are never in the dark about the project's progress.
Rigorous Testing and Refinement: I thoroughly test for edge cases and build in robust error handling. We refine the system together to ensure it’s reliable and performs flawlessly under real-world conditions.
Handoff and Empowerment: I deliver clean, fully documented systems, complete with video walkthroughs. I make sure your team understands how it works and can manage it effectively, and we can discuss ongoing maintenance and future improvements.
Beyond the Technical: I understand that behind every AI implementation request is a business owner, decision-maker, or entrepreneur who wants their time back, their team more productive, and their operations more stable and ready for scale. And as a business owner myself, I understand both the tech and the business, and how we can translate your operations into results using AI automation.
I speak fluent English, work efficiently across time zones, and deliver professional, documented systems you can trust!
If you're looking to bring AI automation into your operations, or even just explore what's possible, let's talk. I'm here to help you turn your vision into an intelligent, self-running engine for your business!
Rodruey | AI Automation Engineer
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