AI Systems Developer

From complex operations
to systems that work.

When spreadsheets, email and disconnected tools are no longer enough, I build the system that brings the operation together.

Custom web apps · APIs · Automation · AI
Operations Command Center
Featured system · AI operations

Operations Command Center

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

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

What I build — and what it changes.

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.

I work at the intersection of business operations and software development. My background helps me understand the process behind the request — not just the feature being asked for — and translate real-world constraints into software people can actually use.

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

Have a process that needs a better system?

Tell me how the process works today, where the friction is and what you want the system to handle instead. You do not need a finished technical specification.

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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