AI engineering with 20+ years of experience in software development
As a freelance AI engineer, I help organizations discover where AI can make a real difference and translate those opportunities into practical, reliable solutions. From technical advice and architecture to development and integration.
Experienced with complex digital platforms since 2006. I help with AI integration in existing websites, platforms, content environments and business processes.
My focus is on practical engineering: solutions that fit your organization, connect to your existing systems and deliver demonstrable value.
AI consultancy & strategy
Discover promising AI applications and define a realistic technical approach.
AI engineering
Design and develop AI functionality that fits your digital environment.
LLM, RAG & smart search
Connect language models to your content, knowledge and data.
AI integrations & automation
Integrate AI into websites, Drupal platforms and existing workflows.
From AI opportunity to practical application
AI should solve a concrete problem — not be used just because it happens to be possible.
I help you determine where AI can improve your digital services and internal processes, choose the right technology and work out an implementation approach. That can range from a focused proof of concept to a production-ready integration.
View my approach →Technical expertise
Make your existing digital platform smarter
You don't always need a new platform to benefit from AI. I help connect AI functionality to existing websites, applications and other environments.
The result: practical functionality that fits your users, data and workflows.
Explore
Map out the challenge, users, data and AI opportunities.
Design
Choose the right models, architecture and integration strategy.
Develop
Build, test and integrate the AI functionality into your platform.
Integrate
Securely connect content, APIs, systems and workflows.
Improve
Monitor quality, refine the results and optimize for long-term use.
My approach
Understand
Get a clear picture of the business challenge, requirements, data and desired outcomes.
Architecture
Define the technical approach, model selection and system integrations.
Build
Develop and integrate a secure, maintainable AI solution.
Optimize
Evaluate the quality of the results, performance, costs and reliability.
What AI can do for your digital platform
I develop practical AI functionality that makes information easier to find, content easier to manage and digital services more valuable.
From a focused integration to a more extensive platform with AI functionality.
RAG & knowledge search
Search reliable content and knowledge sources and ask questions about them.
LLM integrations
Connect OpenAI, Claude and other language models to existing systems.
Smart content management
Classify, enrich, summarize and edit digital content with AI.
AI assistants & chatbots
Give relevant answers based on your own information and context.
Workflow automation
Reduce repetitive work by connecting AI to business processes and APIs.
Drupal, PHP & AI
Extend existing Drupal and PHP platforms with custom AI functionality.
Analysis with AI
Extract information from data, recognize patterns and turn data into usable insights.
AI agents
Develop agents for specific tasks that use tools and follow defined processes.
Custom AI functionality
Develop targeted AI functionality based on your users and specific needs.