On cloud microfluidic experiment platform powered by in situ maskless lithography

polymerization process that enables easy pattern generation from uploaded images or CAD files, alongside robust computational resources for data processing, analysis, and machine learning applications. We demonstrate the platform in an educational setting through a Biological Fluid Mechanics course project and in research through experiments on organoid mechanical stretching. This work marks a milestone in democratizing access to microfluidic technology and advancing experimental capabilities in research and education.