FULL-STACK AI APP

FitPro The AI Fitness Ecosystem.

A goal-driven fitness, nutrition, and lifestyle tracking platform powered by Gemini AI � designed, built, and shipped solo as a full-stack production application.

FitPro Hero 1
FitPro Hero 2

The Challenge

Building a fitness tracking app that users actually stick with requires solving a fundamental UX problem: most fitness apps either overwhelm users with complexity or dumb it down to the point of uselessness. The goal was to build something that felt like having a personal trainer, nutritionist, and analytics expert in your pocket � all personalized to your specific goal.

Problem 01
One-Size-Fits-All Apps Don't Work

Someone cutting aggressively needs a completely different experience from someone building muscle. Goal-specific personalization across every surface � workouts, macros, AI coaching � requires a fundamentally different architecture.

Problem 02
Manual Logging Kills Consistency

The biggest reason people stop tracking is friction. Manually entering food, logging sets, and updating weight is tedious. Logging needed to feel effortless � through AI, camera, and smart defaults.

The Solution: Goal-Driven AI Ecosystem

FitPro is built around one question at onboarding: "What's your goal?" � muscle gain, aggressive fat loss, body recomposition, or athletic performance. Every surface, every AI recommendation, and every default shifts based on that answer. Built full-stack solo: React, Supabase, Gemini API, and Vercel.

⚛️ React 🗄️ Supabase 🤖 Gemini API ? Vercel 🔐 Google Auth

Project Details

Type
Full-Stack Mobile-First AI App
Platform
Web App (Mobile-First)
Role
Product Designer & Full-Stack Builder
Stack
React � Supabase � Gemini API � Vercel
Timeline
2025�2026

Live App

Requires Google Authentication

Launch FitPro ?

Need a full-stack AI app?

We design and ship production-ready AI-powered mobile apps in 2�4 weeks.

01 � AI COACHING

Your AI Coach Knows Your Data

Max isn't a generic chatbot. He reads your actual sleep logs, your recent lift performance, and your current macro intake � then delivers hyper-specific progressive overload commands and daily insights based on what's actually happening in your training.

AI Coach
02 � WORKOUT TRACKING

Track Every Rep. Beat Every PR.

Real-time workout sessions with live timer, pause/resume, and a full exercise database filterable by muscle group. DUP wave training with smart weight suggestions based on your performance history. Key lift charts show exactly when to push harder.

Workout Tracking
Progressive Overload
03 � NUTRITION

Log Food in Seconds, Not Minutes.

Three ways to log � Gemini OCR (photograph any food, handwritten note, or app screenshot and AI reads and logs it automatically), barcode scanner for packaged foods, and a verified whole foods database. Live macro tracking rings update in real time.

OCR Scan logging
Macro Rings
04 � PROGRESS TRACKING

See Your Progress, Not Just Numbers.

Visual trend charts map your weight journey over weeks and months. Body measurement logs track chest, waist, arms, and more � with side-by-side progress comparisons that show the real story of your transformation.

Weight Tracking
Progress Summary
05 � RECOVERY

Recovery Is Training Too.

Log sleep duration and quality. Max AI reads your sleep data and factors it into daily recommendations � if you slept poorly, intensity recommendations adjust automatically. Recovery is treated as a first-class training variable, not an afterthought.

Sleep Tracking
06 � ATHLETE HUB

Built for Athletes. Not Just Gym-Goers.

A dedicated sports performance module with AI-generated pre-match warmups based on fatigue level and available time, touch-compatible agility stopwatches with personal best vibration feedback, and custom radar charts for post-match performance tracking.

Athlete Warmup
Radar Chart

Key Features

Goal-Based Personalization
Entire app shifts based on goal: muscle gain, fat loss, recomp, or performance
Gemini AI Coach
Context-aware AI reads your actual data before every recommendation
3-Method Food Logging
OCR scan, barcode scan, and whole foods database
DUP Wave Training
Daily Undulating Periodization with smart progressive overload
Real-Time Workout Timer
Live session tracking with pause, resume, and rest timers
Sleep & Recovery Tracking
Integrated into AI coaching for holistic recommendations
Lethal Athlete Module
Sports warmups, agility timing, post-match radar charts
Full-Stack Architecture
Google Auth, Supabase, Gemini API, Vercel � production-grade

The measurable impact

3
Nutrition Logging Methods

OCR, barcode, and whole foods

Solo
Built by 1 person

Designed and shipped independently

14 days
Idea to live app

Complete production deployment

100%
Mobile-first

Optimized for phone-first usage

Real Auth
Google Authentication

Production security, not mock

5+
Core Modules

Workouts, nutrition, weight, sleep, athletics

"FitPro proves what's possible when you combine 7 years of senior product design with modern AI tools � a fully functional, production-ready fitness ecosystem built solo in under 2 weeks."

� Jastej Sehra, Designer & Builder, LoopSuit AI