Tools & Products

Decision-oriented resources for MedTech teams


I create practical, decision-oriented resources for AI and medical imaging teams to assess data quality, surface risks early, and support sound technical choices before and during model development. 

Each resource is designed to be actionable, easy to apply, and grounded in real-world MedTech R&D experience.


Available Products

Designed to be used independently or alongside consulting engagements.


Interested in future resources?

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