Savage Mushroom Fitness (AI Avatar Gym App) by Muhammad UsamaSavage Mushroom Fitness (AI Avatar Gym App) by Muhammad Usama

Savage Mushroom Fitness (AI Avatar Gym App)

Muhammad Usama

Muhammad Usama

1 collaborator

Savage Mushroom Fitness App
Savage Mushroom Fitness App

The Brief

AIVATAR PTY LTD needed a fitness app that goes beyond basic workout tracking. The vision: an AI personal trainer that actually coaches users through workouts with real-time voice guidance, remembers their goals and injuries across sessions, and handles nutrition planning alongside training.

What I Built

A comprehensive AI-powered gym and fitness platform for iOS and Android with conversational coaching and persistent user memory.
AI Personal Trainer:
Conversational AI coach that adapts to user goals, fitness level, and preferences
ElevenLabs-powered real-time voice guidance during workouts
Persistent memory using pgvector that remembers user goals, injuries, and preferences across sessions
Progressive overload automation with intelligent weight and rep suggestions
Nutrition & Tracking:
AI-generated meal plans with calorie and macro tracking
Personalized nutrition recommendations based on training goals
Daily intake logging with progress visualization
Wearable Integration:
Apple Health sync for heart rate, steps, and activity data
Workout data flows between the app and wearable ecosystem
Growth & Marketing:
Built the marketing site and multiple A/B landing pages
App Store and Google Play listing optimization
Competitive analysis across 7 major fitness apps
6-week user acquisition strategy

Live Links

Tech Stack

Frontend: React Native (cross-platform iOS & Android)
Backend: Node.js with PostgreSQL
AI/ML: OpenAI API for coaching intelligence, pgvector for persistent user memory
Voice: ElevenLabs API for real-time voice coaching
Infrastructure: AWS S3, Firebase
Wearables: Apple HealthKit
Payments: Stripe
Design: Figma

My Role

I led the full product lifecycle as both developer and product lead: system architecture, mobile development, AI coaching engine, voice integration, nutrition features, wearable sync, marketing site, landing pages, App Store and Play Store listings, competitive analysis, and go-to-market strategy.
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Posted Jul 7, 2026

Built an AI-powered gym and fitness app for AIVATAR PTY LTD with conversational coaching, ElevenLabs voice guidance, pgvector persistent memory, nutrition planning, and Apple Health integration.