Who or what is your inspiration in business?

My inspiration comes from the clinicians and patients navigating a system that often works against them. Watching talented healthcare professionals burn out under administrative weight made it clear the system needed a better intelligence layer. I’m also inspired by builders who create infrastructure that changes industries not just apps, but platforms that make entire ecosystems work better.

How do you stay motivated?

I stay motivated by remembering why I started. Every day clinicians lose time to documentation, fragmented systems, and administrative complexity. Building technology that gives that time back keeps me focused. Progress may be incremental, but every step toward a more intelligent and accountable healthcare system makes the work worth it.

What would you do with the $25,000?

The $25,000 would accelerate development of MAD PIT’s clinical AI infrastructure platform. Funding would support secure architecture, compliance readiness, and prototype deployment for early clinical environments. It would also help advance governance.