Systems Thinker. Builder.

I work at the intersection of medical imaging AI, product strategy, and systems design. Over the last decade, I have deployed ML solutions handling high-dimensional medical data from MR, CT, and PET scans inside high performance clusters and real-time edge devices for surgical units.

Beyond the technical execution, I am driven by the broader question: how do we turn powerful AI into workflows that clinicians can natively trust? That systems-level view is what animates my work at Perceptive Inc, and inspires my late-night engineering builds.