System evolution

Evolve a system around its actual constraints.

I analyse flows, dependencies and friction points to propose targeted, verifiable changes.

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Response within 24h. No sales follow-up if it's not the right time.

Your need

Your system needs to evolve with its use cases

Cost, maintainability or performance issues first require understanding the affected workflow and gathering available observations.

We prioritise changes and agree on validation criteria before implementation. Optimisation scope depends on the system and available measurements.

Different problem?

Technical analysis & APIs Automation

My contribution

Examples of technical evolution

These references show architecture and integration changes.

Problem

Rebuilding the Trikkos health marketplace

Solution

Moving web rendering to Astro, technical SEO and integrations

Result

Delivered rebuild with integrated payments and communication services

Problem

Recurring processing cost with Make

Solution

Replaced with an on-demand API on Railway

Result

From €20/month to a few cents/month for equivalent usage

Portfolio

Client work and projects

Trikkos · Health marketplace

Web rebuild and integrations for a health marketplace.

OutcomeWeb rebuild, technical SEO and third-party integrations

AstroSupabaseStripe+1

Python middleware · Business integrations

An on-demand API replaces Make to connect Supabase, Airtable and WeWeb.

OutcomeFrom €20/month on Make to a few cents/month on Railway, for equivalent usage

PythonFastAPISupabase+2

View all projects

Process

My Approach

Understand the use cases

Identify users, decisions to support, available sources and business constraints.

Define requirements

Define scope, acceptance criteria, access rules and cases requiring human review.

Build and verify

Build incrementally, test failure scenarios and document decisions with the teams.

Deploy and evaluate

Prepare go-live, usage monitoring and the measurements needed to evaluate benefits.

Frequently asked questions

Does everything need rebuilding?

We examine flows and constraints before deciding. Targeted changes may suffice; a rebuild needs justification based on requirements and observed limitations.

Can you guarantee a performance improvement?

Improvements depend on the system and measurement scope. We agree on a baseline and validation criteria before making changes, then verify results.

What is the first deliverable?

An analysis of friction points, dependencies and options, with priorities and criteria for checking the changes.

Available at short notice

Got a project in mind?

An AI use case to scope, an assistant to integrate or a BA assignment to support? Let’s discuss your needs.

Book a 20-minute call Ask a question in writing

Response within 24h. No sales follow-up if it's not the right time.