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AI automation
Connect intelligent models to the work your team actually needs done, with safeguards and useful human handoffs.
AI Automation & AI Agent Engineer
I build automation systems and AI agents that run your business operations.
Reliable automation, practical AI agents, and connected workflows that help businesses do their best work—with people still in control.
A little about what I doOPERATIONS / SYSTEM MAP HUMAN-CENTERED
Your toolsExisting systems01
Automation layern8n · integrations · rules02
AI agentsReason & assist
Your teamReview & decide
Work, moved forwardVisible · documented · yours
Designed around your process.Built to make sense.
WORKING ACROSS YOUR STACK
n8nGoHighLevelAI agentsCRM systemsAPIsWhatsApp
WHAT I DO
Systems that fit the way you work.
From the first process map to a connected, well-documented system: practical engineering for everyday operations.
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AI agents
Purpose-built agents that can work with your tools, follow clear instructions, and escalate decisions when needed.
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n8n workflows
Understandable, maintainable automations that connect your existing software and stay under your control.
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GoHighLevel & CRM
Thoughtful CRM setup, lead routing, pipeline automation, and follow-up experiences tailored to your process.
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API integrations
Reliable connections between the services your business depends on, with careful handling of failures and data.
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Communication workflows
WhatsApp and other communication automations designed to feel timely, relevant, and appropriately human.
PROJECT ARCHIVE
Good work deserves a clear explanation.
This is where I share case studies, workflow details, architecture, and the thinking behind each published project.
Visit project archiveA note about this archive
Projects will appear here as case studies are ready to share. No placeholder clients or made-up results—just real work, described with care.
About the archiveTHE TOOLKIT
Explore capabilities The right tool for the actual problem.
Tools matter. Choosing the right tool—and knowing where not to automate—matters more.
AI agents
Business process automation
CRM automation
GoHighLevel
Lead management
n8n
API integrations
WhatsApp automation
A CLEAR PROCESS
How I work Thoughtful from day one.
Good automation starts with understanding—not jumping straight into building.
Understand the operation
Map the current process, the people involved, existing tools, and where work gets stuck.
Design for the real world
Agree on a clear workflow, integration points, exceptions, and sensible human oversight.
Build and integrate
Develop in understandable steps, connect the existing stack, and test both normal and failure paths.
Hand over with clarity
Document what was built and leave the system structured for the people responsible for it.
Have a process worth improving?
Tell me what you are working through. We can start with the process, not the pitch.
Get in touch