PRODUCT CASE STUDY

NutriSelf

An intelligent, dual-layered nutrition ecosystem integrating a Live Application and a robust Professional Platform.

Python
FastAPI
Next.js
React Native
Tailwind CSS
Gemini AI
Agno
Python
FastAPI
Next.js
React Native
Tailwind CSS
Gemini AI
Agno

The Challenge

Traditional nutrition relies on static plans and tedious manual tracking. This rigidity leads to high abandonment rates and a lack of transparency between what patients report and what they actually consume.

Patient Adherence

Static & Rigid Plans

Standard diets are printed on paper and forgotten. They fail to adapt to real metabolic needs, causing rapid adherence drop-off.

System Overload

Metabolic Friction

Calculating precise nutritional needs requires complex math. Doing this manually creates a massive barrier to entry and increases errors.

Cognitive Load Critical
Visibility Lost

The Data Gap

Without objective data tracking, professionals cannot adjust plans effectively when plateaus occur, leaving patients completely stuck.

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The Solution Pipeline

NutriSelf acts as a Digital Nutritionist, utilizing a top-down pipeline that ingests data, computes metabolic needs, and outputs actionable plans.

Frictionless Dieting

Automated Metabolic Calculations

Patients simply input their biometric data. The engine instantly computes precise BMR, TDEE, and optimal macronutrient distributions, generating a transparent and adaptive weekly plan.

  • Zero manual math required
  • Instant goal-oriented PDF reports
  • Seamless adherence tracking from the phone
TARGET
2700 kcal
MACROS
C: 300g P: 170g F: 70g

Engineering Stack

A dual-layered architecture designed to offer a lightweight public MVP while maintaining a robust backend for the complete professional platform.

Client Layer
Live Demo
Static UI & JS Engine

Lightweight MVP

Pro App
Web & Mobile Apps

Next.js / React Native

API Layer
FastAPI Core

High-performance Python backend for complex metabolic computations.

Intelligence Layer
Cognitive Engine
Gemini & Agno

Predictive Analysis

PostgreSQL

Adherence Data Store

Scientific Foundation & Live Engine

NutriSelf is built on solid nutritional science. Explore the underlying literature or test the proprietary metabolic engine yourself.

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