Experience

Oversee a suite of digital health products that help patients access care quickly while supporting clinicians with reliable, compliant tools.

Led applied-research projects that translated raw data into practical AI prototypes for industry partners.

Provided hands-on guidance to non-profits, startups, and researchers seeking clearer strategy and more resilient technology.

Contributed to applied-research projects that explored how machine-learning techniques can address real-world healthcare challenges.

Managed twelve franchise bakeries, focusing on guest satisfaction, operational efficiency, and sustainable revenue growth.