NutriBD AI Health & Fitness
An all-in-one AI fitness and nutrition intelligence platform combining Google Gemini AI with precision exercise science and localized Bangladeshi & international food databases.
The Architectural Challenge
Users seeking fitness and nutritional guidance face a major gap due to the lack of tools tailored to regional diets, as global calorie trackers fail to accurately recognize local Bangladeshi and South Asian home-cooked meals, ingredients, and traditional recipes. Furthermore, individuals struggle with tedious manual logging, lack personalized metabolic forecasting, and suffer from slow, bloated web applications that hinder daily tracking habits.
The Engineering Solution
Engineered an ultra-fast, intelligent Next.js 15 Progressive Web App (PWA) integrating the Google Gemini API for real-time natural language food logging and macro breakdown. Built custom localized nutritional datasets encompassing traditional South Asian dishes, optimized MongoDB aggregation pipelines for instant history retrieval, and implemented responsive client-side charting for seamless progress visualization.
Quantified Results
Reduced meal logging time by 75% through AI-powered photo and text recognition, achieved a sub-150KB initial bundle size for lightning-fast mobile performance, and empowered users with precise, culturally tailored dietary tracking.
- Cloud Infrastructure
- Distributed Systems
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