ZENITH

byVansh Chauhan

Build a full-stack AI-Based Fitness Management System web application with a modern, responsive UI and scalable backend. PROJECT NAME: FitAI – AI-Based Fitness Management System PROJECT OVERVIEW: Create a free-to-use AI-powered fitness platform that replaces manual gym trainers with intelligent personalized guidance. The system should generate AI workout plans, AI diet plans, track user progress, and provide an AI assistant/chatbot. The platform should feel like a smart virtual fitness coach. TARGET USERS: 1. Users (fitness members) 2. Admin No manual trainer role is required. CORE GOAL: Provide personalized fitness guidance using AI while allowing users to manage their fitness journey through one platform. TECH STACK: Frontend: - React / Next.js - Tailwind CSS - Responsive mobile-first design - Dark and Light mode Backend: - Node.js + Express OR Firebase backend - REST APIs Database: - MongoDB or PostgreSQL Authentication: - JWT or Firebase Auth - Email login - Google Sign-In - OTP option AI: - AI recommendation engine - AI chatbot assistant - Personalized workout and diet generation ------------------------------------------------ USER FEATURES ------------------------------------------------ 1. USER AUTHENTICATION Allow users to: - Register - Login - Logout - Reset password - Edit profile - Secure authentication User profile fields: - Name - Age - Gender - Height - Weight - Fitness goal - Activity level - Medical conditions - Target weight - Fitness experience ------------------------------------------------ 2. ONBOARDING FLOW After signup: Step 1: Collect user body and fitness information Step 2: Ask goals: - Weight loss - Muscle gain - General fitness - Endurance - Strength Step 3: Ask: - Workout days/week - Home or gym - Dietary preference - Time availability AI should analyze inputs. ------------------------------------------------ 3. AI WORKOUT SYSTEM Generate personalized workout plans. Include: - Daily exercises - Repetitions - Sets - Duration - Difficulty level - Rest days - Progression recommendations Categories: - Beginner - Intermediate - Advanced Workout types: - Home workout - Gym workout - Cardio - Strength - Fat loss - Muscle gain Users can: - Mark complete - Skip workout - Pause - Resume AI should adapt future plans according to user activity. ------------------------------------------------ 4. AI DIET SYSTEM Generate diet plans using: - User goals - Weight - Age - Activity level Include: Breakfast Lunch Dinner Snacks Calories Protein Water intake Diet types: - Vegetarian - Non Vegetarian - Vegan - High protein - Weight loss AI updates recommendations dynamically. ------------------------------------------------ 5. PROGRESS TRACKING Track: - Weight - BMI - Calories burned - Workout completion - Daily streak - Water intake Show: Progress charts Weekly reports Monthly reports Analytics dashboard Provide AI insights: Example: "You improved consistency by 25% this week." ------------------------------------------------ 6. AI CHATBOT Build AI fitness assistant. Features: - Answer fitness questions - Give exercise guidance - Explain workouts - Suggest improvements - Provide motivation Examples: "What workout should I do today?" "How many calories should I eat?" "How can I gain muscle?" ------------------------------------------------ 7. NOTIFICATIONS Send reminders for: - Daily workout - Water intake - Diet reminders - Progress milestones - Daily motivation ------------------------------------------------ 8. DASHBOARD User dashboard should display: - Today's workout - Today's diet - Current progress - Daily streak - AI suggestions - Calories summary - Quick actions ------------------------------------------------ ADMIN PANEL FEATURES Admin should: - View users - Search users - Delete users - Suspend users - View analytics - Monitor app usage - Generate reports - Manage AI settings - View fitness trends Admin dashboard: - Total users - Active users - User growth - Workout completion statistics ------------------------------------------------ DATABASE MODELS User: id name email password height weight goal activityLevel fitnessLevel Workout: id userId exercise sets reps duration completed Diet: id userId meal calories Progress: id userId weight BMI date Notification: id message userId ------------------------------------------------ NON-FUNCTIONAL REQUIREMENTS - Fast loading - Mobile responsive - Secure authentication - Data encryption - Scalable architecture - Error handling - 24/7 availability - Clean UI - Accessibility support ------------------------------------------------ UI/UX STYLE Design inspiration: Modern fitness app + AI assistant Theme: - Minimal - Dark mode default - Smooth animations - Rounded cards - Fitness visuals - Progress charts Pages: Landing Page Login Register Dashboard Workout Page Diet Page Progress Page AI Assistant Page Profile Admin Panel ------------------------------------------------ EXTRA FUTURE FEATURES Optional: - Wearable integration - Step counter - Voice AI coach - Camera posture detection - Fitness community - Social sharing - Premium plan system Build production-ready code with modular structure and reusable components.

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System Requirements

System Requirement Document
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ZENITH

Introduction

The ZENITH project aims to develop a comprehensive AI-Based Fitness Management System, designed to replace manual gym trainers with intelligent, personalized guidance. This document outlines the system requirements for the ZENITH project, focusing on creating a modern, responsive web application with a scalable backend.

System Overview

ZENITH is a free-to-use AI-powered fitness platform that provides personalized workout and diet plans, tracks user progress, and offers an AI assistant/chatbot for guidance. The platform is designed to function as a smart virtual fitness coach, allowing users to manage their fitness journey seamlessly.

Functional Requirements

  • As a User, I should be able to register, login, logout, reset my password, and edit my profile securely.
  • As a User, I should be able to provide my fitness information during onboarding to receive personalized plans.
  • As a User, I should be able to view and complete AI-generated workout plans tailored to my fitness level and goals.
  • As a User, I should be able to receive AI-generated diet plans based on my goals and preferences.
  • As a User, I should be able to track my progress, including weight, BMI, and workout completion.
  • As a User, I should be able to interact with an AI chatbot for fitness guidance and motivation.
  • As a User, I should receive notifications for workouts, diet, and progress milestones.
  • As an Admin, I should be able to manage users, view analytics, and monitor app usage.
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User Personas

  1. User (Fitness Member): Individuals seeking personalized fitness guidance and tracking through an AI-powered platform.
  2. Admin: Personnel responsible for managing user accounts, monitoring system analytics, and ensuring the platform's smooth operation.

Visuals Colors and Theme

  • primary: #1A73E8 (Deep Blue)
  • primary_light: #4D90FE (Light Blue)
  • secondary: #FF6F61 (Coral)
  • accent: #FFD700 (Gold)
  • highlight: #FFA500 (Orange)
  • bg: #F5F5F5 (Light Gray)
  • surface: rgba(255, 255, 255, 0.9) (White)
  • text: #333333 (Dark Gray)
  • text_muted: #777777 (Gray)
  • border: rgba(200, 200, 200, 0.5) (Light Gray)
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Signature Design Concept

Interactive Fitness Journey Map

The homepage of ZENITH will feature an interactive fitness journey map. Users will navigate through a virtual landscape representing their fitness journey. Each milestone (e.g., workout completion, diet adherence) will be a checkpoint on the map. Users can click on these checkpoints to view detailed progress reports and AI insights. The map will dynamically update as users achieve their goals, providing a visual representation of their fitness journey. This concept will utilize @react-three/fiber for 3D rendering and gsap for smooth animations and transitions.

Interaction Model & Motion Direction

  • Interaction Model: Parallax
  • Motion Direction: The landing page will feature layered depth via scroll, with decorative elements translating at different speeds to create a dynamic and engaging first impression. Internal pages will maintain a static layout for clarity and ease of use.

Non-Functional Requirements

  • Fast loading times
  • Mobile responsiveness
  • Secure authentication mechanisms
  • Data encryption for user privacy
  • Scalable architecture to handle increasing user load
  • Robust error handling
  • 24/7 system availability
  • Clean and intuitive UI
  • Accessibility support for diverse user needs
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Tech Stack

  • Frontend: React / Next.js, Tailwind CSS
  • Backend: Node.js + Express OR Firebase backend
  • Database: MongoDB or PostgreSQL
  • Authentication: JWT or Firebase Auth
  • AI: AI recommendation engine, AI chatbot assistant
  • Containerization: Docker, docker-compose

Assumptions and Constraints

  • The system will primarily serve users in India, considering local preferences and time zones.
  • The platform will support both dark and light modes, with dark mode as the default setting.
  • The AI components will be text-based, focusing on providing concise and actionable guidance.

Glossary

  • AI: Artificial Intelligence
  • JWT: JSON Web Token
  • REST API: Representational State Transfer Application Programming Interface
  • UI/UX: User Interface/User Experience

This document outlines the comprehensive requirements for the ZENITH project, ensuring a robust and user-friendly AI-Based Fitness Management System.

Landing design preview
Landing: View Platform
Login: Sign In
AdminDashboard: View Overview
AdminDashboard: View Analytics
Users: View All Users
Users: Search Users
Users: Suspend User
Users: Delete User
AdminDashboard: Monitor Usage
AdminDashboard: Generate Reports
AdminDashboard: Manage AI Settings
AdminDashboard: View Fitness Trends