(This is my first post, so please inform me if this violates any of the code of conduct or anything like that )
I have been using fastai for the past 6 months, and I do not have words to thank the creators and contributors for their amazing work with fastai. The ability to work on a very high level to create effective and efficient code and the means to go intrinsically deep into models and training is what I like most about this library.
This is what leads to an idea (which will be a full-fledge project of mine in the coming days) which is to use this simplicity to create a no-code GUI for machine/deep learning, with abilities to create a working model very fast and conveniently and also modify and experiment with the models and training as we can do in fastai.
This GUI (or a web interface) I think will be useful for working professionals in the analytics industry to quickly create models without having to learn to code, and in turn, will help develop experiment-driven coding rather than a code-driven one. Of course, this is all speculation (and my driving motivation as I am currently in the last month of my undergraduate degree and moving into the consulting industry, which heavily uses machine/deep learning). My first goal is to provide many of the functionality we love in fastai in a code-free environment.
So, since many of us on these forums are either working professionals in an ML-related industry or students who want to move to one, I would like your help to brainstorm what capabilities you would want from such a product. Any advice and help are deeply appreciated.