SmartDiet.AI - Adaptive AI Nutrition Platform
An intelligent nutrition and wellness platform that replaces one-size-fits-all diet plans with fully personalised, continuously adapting meal and workout protocols - powered by a v2.0 AI engine with SHAP explainability, metabolic plateau detection, and an integrated AI nutrition chat assistant.
Key Outcome
Continuously adapting nutrition plans
ML engine recalibrates weekly on user biometric data - with SHAP explaining every recommendation.
Generic diet plans fail to account for individual metabolic variation, activity levels, and dietary restrictions. Users plateau, lose motivation, and have no system that adjusts the plan when their body adapts.
Built SmartDiet.AI with an ML engine that processes biometric data, metabolic rate, and daily activity logs to generate dynamic weekly meal plans and workout protocols. The system detects metabolic plateaus and automatically recalibrates macro targets. SHAP explains each recommendation, showing users exactly which biometric factors drove the plan. An integrated AI chat assistant and community hub provide real-time guidance and expert validation.
Key Features
Cognitive Diet Engine - processes age, weight, activity level, metabolic rate, and dietary restrictions
Dynamic weekly meal plans with 100+ recipes, macro breakdowns, and automated shopping lists
Metabolic plateau detection - automatically adjusts macro targets when progress stalls
SHAP (Shapley Additive Explanations) showing which biometrics drove each recommendation
Activity and vitals dashboard: BMR, thermic activity, recommended daily intake, and daily diagnostics
Voice-enabled diagnostics logging for hands-free data entry
Adaptive feedback loop - algorithm penalises underperforming diet protocols and redirects weekly
AI chat assistant for natural language nutrition, workout, and sleep guidance
Technology Stack
Project Visuals
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