At Siemens Healthineers, I led product strategy and development for AI-Rad Companion Chest CT. The roadmap I owned helped reduce scan interpretation time by 50% and increase findings accuracy by 16.6%.
I worked with data scientists to validate training and testing datasets and identify potential bias in machine-learning algorithms. For CT LungCAD, product findings aligned with radiologist interpretations in manual workflows with 93% accuracy.
At Medtronic, I developed system requirements for Solv, a portable hemodialysis system, and collaborated with engineering and clinical teams on its user interface and clinical workflows. Earlier, at GE Healthcare, I defined requirements and workflows for CARESCAPE ONE, contributing to fewer user errors and lower service costs from device damage.
