Responsive Calorie Tracking to Simplify Daily Nutrition
NutriTracz is a responsive calorie tracking web application designed to simplify daily nutrition tracking through a clean, lightweight, and distraction-free experience without subscription barriers.
The Idea
A personal challenge that inspired building a calorie tracking application using AI.
Solving My Own Problem
I wanted a simple way to track my daily calories without relying on complex fitness applications filled with unnecessary features.
Unable to find an experience that matched my needs, I decided to build one myself.
Although I had no programming experience, I used AI as my development partner to transform the idea into a working product.
Building with AI
Using AI tools to transform product ideas into a working application.
Turning Ideas into a Working Product
Rather than writing code manually, I translated product ideas into prompts.
AI generated the implementation while I focused on product decisions, testing, validation and continuous iteration until the experience matched my vision.
Generated application logic.
Translated interface ideas into working components.
Authentication and database.
Version control.
Deployment.
Prompt engineering.
Debugging and problem solving.
Building the Product
Designing, iterating and shipping the core experience.
From Prompts to Product
Every feature started with a prompt, evolved through testing, and was refined until it felt intuitive.
Secure Google Sign-In authentication via Firebase.
.webp)
Centralized overview of calories remaining, macros, and profile info.
.webp)
Quick-entry dialog to search, add, and save daily food entries.
.webp)
Real-time breakdowns of carbs, proteins, and fats against target goals.
Dynamic health metrics calculation based on height and weight inputs.
Beautiful weekly bar charts tracking calorie trend history.
User Validation
Testing the application with real users and improving the experience through feedback.
Testing Beyond My Own Assumptions
Instead of relying only on my own perspective, I shared NutriTracz with more than 15 early users.
Their feedback helped uncover usability issues, validate design decisions and improve the overall experience.
"I wanted quicker meal entry."
Added simplified logging.
"The dashboard felt crowded."
Improved visual hierarchy.
"I wanted weekly progress."
Added analytics dashboard.
Technology Stack
The AI and development tools that powered NutriTracz.
Tools Behind the Product
Rather than relying on traditional coding alone, this project combined multiple AI-powered tools across design, development and deployment.
Future Vision
Exploring how AI can make calorie tracking even more effortless.
What's Next for NutriTracz
The current version solves manual calorie tracking.
The next evolution focuses on removing manual input entirely through AI-powered food recognition.