Direct collaboration
Business systems experience combined with practical AI delivery
For more than 14 years I have built, developed and stabilised .NET and database applications — from long-running legacy systems to modern AI services.
I lead the project personally
The person you discuss the problem with performs the analysis, designs the solution and is responsible for implementation. AI creates value only when connected to the process, data, permissions and user interface.
For larger scopes I can work with your team or agreed specialists, while keeping technical responsibility clear.
Working principles
- Understand the process and success criteria first.
- No rewrite or AI recommendation when a simpler solution is better.
- Risks and out-of-scope items are clear before work starts.
- Implementation includes documentation and maintainability.
- Data access is limited to the necessary minimum.
Areas of experience
Technology follows the existing environment and business goal — not the other way around.
- ASP.NET, ASP.NET Core, MVC, WebForms and Windows services
- SQL Server, PostgreSQL, Entity Framework, imports and performance
- Business workflows, payments, communication and operational systems
- API integrations, telephony, SMS, OCR, documents and scheduled jobs
- API and local models, RAG, structured extraction and AI evaluation
- Monitoring, logging, health checks and production reliability
Let's talk
Do you have a process or system that needs a sound implementation?
Briefly describe the situation. I will recommend a sensible first step — without a sales pitch or obligation.