I like building tools that help solve problems. Some are for business operations; others are research projects I’m exploring over time.
Business operations systems
I’ve worked on the design and development of tools around service operations, project records, dispatch, customer experience, and company coordination. Those systems come from understanding how field work actually happens.
Digital infrastructure and technology
Vukova Network is an independently owned technology initiative. My interests include how separate systems can work together while keeping organizational boundaries and information secure.
AI and cybersecurity research
My research interests include AI-assisted software development, automated recovery, defensive security and resilient systems. I don’t publish sensitive research methods or treat experiments as independently validated commercial products.