Nice demo! I definitely agree that the experience of building a real-world products out of ML-related ideas is what often differentiates juniors from seniors. Building sklearn models out of clean data can only prepare you so much for the real life.
Luckily people are trying to address this gap in education options! For example, https://sharpestminds.com is a platform where you gain skills by building such a full-stack ML project under a mentorship of an experienced data scientist yourself.
Luckily people are trying to address this gap in education options! For example, https://sharpestminds.com is a platform where you gain skills by building such a full-stack ML project under a mentorship of an experienced data scientist yourself.