feat: AI-Powered Nutritionist Engine & Personalized Diet Recovery Plans#21
Open
feat: AI-Powered Nutritionist Engine & Personalized Diet Recovery Plans#21
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
This update transforms the Liora nutrition engine from a generic wellness guide into a high-performance Clinical Nutrition Companion. It leverages on-device AI to provide medical-grade, biometric-aware dietary guidance tailored to every individual's unique health profile.
Key Features
Biometric-Aware AI Engine: Dynamically computes caloric/water targets based on real-time BMI status, age, and cycle phase.
Nutrient Recovery Mode: Dedicated recovery plans for Vitamin C, Iron (Anaemia), Vitamin D, and Calcium deficiencies.
Priority Food Injection: When a deficiency is detected, the AI intelligently prioritizes and promotes specific high-density recovery foods (like Amla, Bell Peppers, and Blackstrap Molasses) at the top of the user's plan.
Hormone-Syncing 2.0: Enhanced phase-specific recommendations aligned with Endocrine Society and WHO standards for optimal cycle health.
Premium Personalization UI: Integrated a seamless biometric setup flow featuring real-time sliders and precise age calculations via Date of Birth.
🛠️ Technical Refinements
Performance Optimization: Refactored the recommendation logic into a high-speed, O(1) synchronous engine for instant UI responsiveness.
Data Integrity: Fixed UI selection bugs to ensure 100% accurate data capture for micronutrient tracking.
On-Device Privacy: All nutrition logic processed locally, ensuring zero data transmission for sensitive health metrics.