Startup Idea: Machine Learning Interface for Biomedical Engineers

Startup idea to develop a user-friendly GUI interface that offers various machine learning models, training and test datasets, and model recommendations. It's designed to assist biomedical engineers and physicists without extensive knowledge in machine learning, particularly useful in graduate research labs.

I am a PhD student in Biomedical Engineering working in image and data processing. There are a number of machine learning algorithms which we commonly use on a daily basis, but which require a niche amount of knowledge to implement successfully.

I think a GUI interface which includes different machine learning models, training and test data sets, and recommendations about which model to use would be very helpful to engineers and physicists who have not had a wide exposure to machine learning concepts. I think this could be implemented fairly easily, and would fill an obvious role in graduate research labs throughout the country.