> this is aimed primarily at engineers who don't have ML expertise: someone who understands the business context, knows how to build data processing pipelines and web services, but might not know how to build the models.
I respect software engineers a lot, however ANYONE who "doesn't know how to build models" also doesn't know what data leakage is, how to evaluate a model more deeply than simple metrics/loss, and can easily trick themselves into building a "great" model that ends up falling on its face in prod. So apologies if I'm highly skeptical of the admittedly very very cool thing you have built. I'd love to hear your thoughts.
I respect software engineers a lot, however ANYONE who "doesn't know how to build models" also doesn't know what data leakage is, how to evaluate a model more deeply than simple metrics/loss, and can easily trick themselves into building a "great" model that ends up falling on its face in prod. So apologies if I'm highly skeptical of the admittedly very very cool thing you have built. I'd love to hear your thoughts.