nutrition food recommendation

AI Personal Nutritionist

Goal: A Streamlit-based web application that predicts daily calorie needs and recommends personalized meal plans.

Core Features:

Interactive Interface: Collects user metrics (age, weight, height, gender, activity level, and fitness goals) via a Streamlit form.

ML Calorie Prediction: Uses a custom Linear Regression model with feature scaling to calculate accurate daily calorie requirements.

Food Recommendation Engine: Filters a clean food dataset (food_data_clean.csv) to present custom meal options with calorie and protein breakdowns.