AI Systems Developer

From fragile operations
to systems built to scale.

I design and build custom operational systems for businesses that have outgrown spreadsheets, disconnected tools and manual workflows.

Internal tools · Custom web apps · API integrations · AI automation
Operations Command Center
Featured system · AI operations

Operations Command Center

A unified operational workspace for tasks, documents, finance and AI-assisted workflows.

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Selected systems

Real workflows, turned into working systems.

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Operations Command Center
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AI OPERATIONS

Operations Command Center

The problem

The system

The result

Expertise

Systems built around the operation.

When off-the-shelf software stops fitting, I start with the workflow, business rules and decision points. The technology comes second.

CUSTOM WEB APPLICATIONS

Turn a fragmented process into one purpose-built system.

Operational portals, B2B systems and custom applications designed around the way the work actually happens.

JavaScript · Google Apps Script · Python · Firebase / Firestore · REST APIs · n8n · Make · LLMs · MCP

How I work

A clear process, even when the solution is not clear yet.

You do not need to arrive with a technical specification. We can start with how the work happens today.

Understand

We map what happens today, where the friction is, who decides and what cannot fail.

Workflow · Rules · Friction

Design & Build

I translate the workflow into the simplest system that can support it reliably.

Architecture · UX · Logic

Connect & Improve

We integrate the tools, automate what makes sense and refine the workflow as the system evolves.

APIs · Automation · Iteration
Click a step to explore how the process works.

About

Operations thinking, translated into software.

My background is in business operations. I start with how the work actually happens — the rules, dependencies, exceptions and decisions — then translate that reality into software. The system is built around the operation, not the other way around.

16+ yearsworking with business operations
Independentsystems developer
Web apps · APIs · Automation · AIbuilt around real workflows
01OperationsUnderstand the real work
→
02ArchitectureTranslate rules into logic
→
03SoftwareBuild the right system
“I don’t start with the tool.
I start with the workflow.”
That is the common thread across every system I build.

Start a project

Has your operation outgrown the way it works today?

If the answer involves too many spreadsheets, manual steps, disconnected tools or work that depends on one person knowing what to do, there is probably a better system to build.

Project inquiry

Tell me what needs to work better.

You don’t need a technical brief. Describe the process in your own words.

Prefer another channel? You can also reach me through Upwork.

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