Building useful AI systems.
Focused on healthcare, cloud infrastructure, and human-centered products that reduce friction and create real operational value.
A healthcare-focused AI product built to reduce operational friction, improve patient workflows, and help teams move from scattered information to clearer action.
Notes on what I am building, learning, and figuring out — written as I go.
The problem I kept seeing in healthcare, what Laxora AI is trying to fix, and why I decided to build it publicly.
Read more →Why governance in healthcare AI has to be a design principle from day one — not a compliance checkbox added before launch.
Read more →On context management, signal-to-noise, and the seam between automated and human where agentic systems actually break.
Read more →I build AI systems for healthcare because it is where precision, trust, and human dignity matter most. The technology should reduce burden on care teams and make every patient interaction clearer, faster, and more dignified — not more complicated. Good design here means the system works for the people who need it, not just for the people who built it.
Build useful AI systems that remove friction from important work, especially in healthcare.
A future where technology makes complex systems easier to understand, easier to trust, and easier to use.
Open to serious conversations
I am interested in thoughtful conversations with builders, healthcare operators, and partners who care about practical AI products with real-world value.