Life Coach Pro is an advanced machine learning system designed to provide personalized nutrition recommendations based on your unique profile. Our system analyzes over 12,000 nutrition profiles to deliver accurate, science-backed guidance for achieving your fitness goals.
Segments users into 4 distinct groups based on activity level, goals, and body metrics for targeted recommendations.
Predicts daily calorie targets, protein, carbohydrates, and fat requirements using Decision Tree models.
Gradient Boosting classifier ensures nutrition plans are scientifically sound and safe for your profile.
Automated data transformation and feature engineering for optimal model performance.
Model Accuracy
Training Profiles
ML Models
Navigate to the Calculator page and enter your profile information including age, height, weight, and fitness goals.
Click "Generate My Plan" and wait for our AI to analyze your data using multiple machine learning models.
Review your personalized nutrition targets, macronutrient breakdown, and user cluster classification.
Check the coherence validation to ensure your plan is scientifically sound and safe to follow.
Life Coach Pro provides general nutrition guidance based on machine learning models. This tool is NOT a substitute for professional medical or nutritional advice. Always consult with a qualified healthcare provider or registered dietitian before making significant changes to your diet or exercise routine, especially if you have any medical conditions.