Building @ Perceptive Inc.
ML Scientist
& Scientific Leader.
As a technology and scientific leader, I specialize in building end-to-end medical imaging products. By combining advanced machine learning models with agentic engineering, I deliver intelligent systems that drive real clinical impact.
10+
Years in ML & Imaging
Multiple
Clinical AI Deployments
∞
Weekend Builds
Recent Thoughts
View AllThe Supply-Side Illusion: Why AI Isn't Making Anything Cheaper (Yet)
AI is crushing the cost of intelligence, but consumer prices haven't budged. A look at the structural forces keeping prices sticky.
Surviving the Commoditization Wave: AI Market Strategy for Builders
When intelligence becomes a utility, the old playbook dies. How solo founders have a structural edge in the AI economy.
Visualizing Healthcare Scarcity: Building the Dearth Map
A geographic visualization tool designed to quickly identify gaps in healthcare access and infrastructure coverage across various regions.