Research
Research and practice notes
I collect experiments that bridge engineering, applied research, and human-centred tooling. Ranging from simulation workflows to intelligent automation and collaborative product development.
Current focus
Prototyping simulation-led product loops, adaptive automation, and measurable experiments that help teams bring resilient software and intelligent tooling into real deployments.