I design and build intelligent business systems.

I analyze how a business works, design the right system, and build the software, automation, AI, integrations and infrastructure behind it.

Tell me the problem How I work

Hover or tap a node.

AI: Agents and assistants inside operations. Code calculates; AI interprets; a person decides.
SOFTWARE: Platforms, portals and internal tools built to the business's rules.
BUSINESS: Every system starts here: how the company actually operates, who decides what, where time is lost.
AUTOMATION: Rules, schedules and workflows that do the repetitive work, with a log of every run.
DATA: Data models, dashboards, reports and the record of who changed what.
WORKFLOW: From an event to an action: enquiry → reply → booking → service → invoice, designed before it's coded.
INTEGRATION: Your systems talking to each other: accounting, email, ads, payments, CMS.
INFRASTRUCTURE: Servers in the office or in the cloud, virtualization, backups that restore, monitoring.
SECURITY: Access control, hardening, exposure review, logging, fail-closed design.

Three core ways I help

One systems-oriented professional. Three ways in.

Build the business system

I analyze how your company works and build the software and operational systems around the real workflow.

CRMOperationsClient portalsBookingInternal platformsDashboards

Automate & add AI

I turn repetitive manual processes into automated workflows and specialized AI-powered systems.

AutomationAI agentsDocument processingLead handlingDecision supportReporting

Connect & secure

I connect your systems and build the infrastructure, networking and security required to run them reliably.

APIs & integrationsServersVirtualizationNetworks & VPNMikroTikSecurity & monitoring

Explore capabilities →

From manual steps to one system

What changes when a business gets the right system.

01 · TODAY

Work runs on manual steps.

Email, spreadsheets, copy and paste, reminders, follow-ups by hand. Every person holds a piece of the process in their head.

02 · ANALYSIS

I map how the business actually works.

Not how it should work on paper. Who does what, where time is lost, where errors are born, what has to be connected.

03 · DESIGN

I design the right system.

One structure for rules, workflow and records. Sized to the business, not to a product catalogue.

04 · BUILD

I build what's behind it.

Software, automation, AI agents, integrations and infrastructure. Built to be secure and to keep running.

05 · RESULT

The business runs as one connected system.

Every event triggers the right action. Records, reports and follow-ups happen on their own. People do the work only people can do.

Tell me the problem See what I build

Selected work

Real systems. Where results are measured, they're shown; where they aren't, they're not invented.

Own business · production

Agency operating system

A marketing agency with several brands and one team, run on one multi-tenant platform.

BusinessArchitectureSoftwareDataAIIntegrationInfrastructure

Own business · production

From enquiry to booking, one system

A tourism business: enquiries, bookings, staff calendar, customer portal, a site generated from data, and ads tied to bookings.

BusinessWorkflowSoftwareDataAIIntegration

Client · in development

Recruitment operating system, installed at the client

Excel replaced by a system on a server in the client's office: workers, documents, expirations, placements, audit.

BusinessArchitectureSoftwareDataInfrastructureSecurity

Platform · production

Private network platform for distributed staff

A hub, pre-configured routers behind any modem, per-person exit lines, a fail-closed kill switch, full audit.

BusinessArchitectureSoftwareNetworkInfrastructureSecurity

All work →

The connected business

How I connect the pieces of a business: marketing feeds the CRM, the CRM feeds sales and payments, everything feeds one data layer, and it all runs on infrastructure, network and security.

How I work

Understand

How the business works, where it loses time, what it needs.

Design

The system around the real workflow. You see it before it's built.

Build

Software, automation, AI, integrations, infrastructure, in weeks.

Improve

Run it, measure it, fix what's off, add the next piece.

Research, architecture, integrations, automation, AI, infrastructure and security happen inside these stages. The full process →

Why work with me

Cross-disciplinary

Business + software + automation + infrastructure + security, in one person.

Systems thinking

I look at the whole operating system of a business, not isolated tools.

Real implementation

I design the architecture and also build and run the system. My own businesses run on it.

Research-driven

When a problem needs something unfamiliar, I research, test and design around the actual constraints.

The technical foundation

Technology is proof, not the product. Organized by layer, beneath the business and system layers above.

Software

ReactTypeScript / JavaScriptNode.js / NestJSPython / FastAPIAPIsPostgreSQL

AI / Intelligence

AI agentsAI workflowsBusiness rulesDeterministic enginesAnalytics

Infrastructure

Linux / UbuntunginxPM2CloudflareHetznerESXi / vCenter

Networking

MikroTikWireGuardVPNRoutingMulti-WAN

Marketing technology

Google AdsMetaGA4Search ConsoleAttributionConversion tracking

Security

Architecture reviewAccess analysisExposure analysisLoggingHardening

Have a business problem that needs a better system?

Not sure what technology you need? Start with the problem. Tell me how your business works and what isn't working; I'll reply with what I think it needs.

Let's talk See what I build