This project focus on developing a recommendation system that aims to predict some properties from given feed formulation and to retrieve a comparative solution to enhance those parameters for further optimizations and diagnosis using machine learning and AI techniques.
● Input system : ○ Feed formula : The possibility to choose one content of ingredients or combination of them followed by specific description of their details.
● Output system : ○ Feed nutrient profile : Model aims to predict the nutrient amount of parameters. ○ Feed Recommendation : Model will suggest a new optimized combination of food with enhanced nutrient profile.
Project Goals
Project Key Performance Indicators
Required profile
● Programming language: Python
● Machine learning frameworks: PyTorch, TensorFlow, Scikit-learn
● AI concepts: Machine learning, Deep learning, NLP, Transformers