Toy NLP projects based on recipe data from Epicurious found on Kaggle
I trained models to detect mentions of food in recipes as an example of Named Entity Recognition. You can play with a live demo and read about the training process here.
I also trained XGBoost-based classification models to categorize recipes as vegan, gluten-free, or kosher. I've since taken down the live demos and blog posts about those models.