Purposeful AI
AI used to reduce repetitive work, organize information, and support decisions — without adopting technology simply because it is fashionable.
Technology applied to real businesses
AI, automation, and software for processes that need to work better.
I turn operational problems into clear, reliable digital solutions suited to the reality of small and medium-sized businesses.
The problem comes first. Technology follows.
My work starts with the process, its constraints, and the expected outcome. The answer may be a small automation, an integration, a custom application, or a responsible use of AI. The goal is to improve operations without introducing unnecessary complexity.
Experience behind every decision
- 8+ years in software
- 500k+ transactions per day
- 99.9% availability
- Approx. 40% lower token usage in AI workflows
- Master's research in distributed-systems resilience
Where technology can unlock business value
Automation and integration
Processes connected through APIs, data, and automation to reduce rework, manual errors, and dependence on isolated spreadsheets.
Software that fits the operation
Custom systems and gradual modernization of tools that no longer serve the company's day-to-day needs.
Is there a process that could work better?
I'm available for selected projects and conversations about AI, automation, integrations, and system evolution. If there is a fit, we start by understanding the problem.