PRODUCT
EndoML
Designing an accessible AI platform for gastroenterology.
Designing an accessible AI platform for gastroenterology.



EndoML is an AI-powered platform that helps clinicians and researchers train and deploy custom models on endoscopy data without writing code. While the technology was advanced, the user experience was highly technical and difficult for non-developers to navigate.
EndoML is an AI-powered platform that helps clinicians and researchers train and deploy custom models on endoscopy data without writing code. While the technology was advanced, the user experience was highly technical and difficult for non-developers to navigate.
I partnered with the EndoML team to improve UX strategy, product design, and a brand refresh that made the platform more intuitive, approachable, and aligned with its clinical audience. My work included mapping complex data workflows, redesigning model training and evaluation flows, and creating UI patterns that made annotation and visualization easier for clinicians.
I partnered with the EndoML team to improve UX strategy, product design, and a brand refresh that made the platform more intuitive, approachable, and aligned with its clinical audience. My work included mapping complex data workflows, redesigning model training and evaluation flows, and creating UI patterns that made annotation and visualization easier for clinicians.






Beyond product design, I designed marketing and demo assets for conferences and built investor-ready pitch materials to support the platform’s growth.
Beyond product design, I designed marketing and demo assets for conferences and built investor-ready pitch materials to support the platform’s growth.



This work helped transform EndoML into a more accessible and trusted medical tool, contributing to adoption across 49+ clinical and research sites and strengthening both investor interest and user confidence.
This work helped transform EndoML into a more accessible and trusted medical tool, contributing to adoption across 49+ clinical and research sites and strengthening both investor interest and user confidence.
Say hey, I don’t bite
Great design happens in good company.
Say hey, I don’t bite
Great design happens in good company.
Say hey, I don’t bite