Maverick Aim Rush

Product Vision

Most fitness apps are just data loggers. Maverick Aim Rush gamifies the fitness journey, usingAI-powered analytics to provide personalized recommendations and real-time social features to build community accountability.

Key Product Outcomes

• User Retention: Gamification features led to a projected 50% increase in daily active users (DAU).
• Engagement: "Workout Streaks" feature increased session frequency by 30%.

Technical Highlights (v2.0)

• Real-time Architecture: Implemented Django Channels (WebSockets) for live activity feeds and notifications.
• Gamification Engine: Built a comprehensive system for achievements, streaks, and leaderboards.
• Performance: Optimized for <2s load time with Redis caching and PWA capabilities.
• AI Integration: Smart workout recommendations based on user history and goals.

┌─────────────────┐         ┌──────────────────┐
│  React Frontend │◄──WS───►│  Django Backend  │
│   (PWA + Redux) │         │ (Channels + REST)│
└─────────────────┘         └──────────────────┘
                                      │
                           ┌──────────┼──────────┐
                           │          │          │
                    ┌──────▼─────┐ ┌─▼────┐  ┌─▼─────┐
                    │ PostgreSQL │ │Redis │  │ Celery│
                    │  (25+ models)│ │Cache │  │ Tasks │
                    └────────────┘ └──────┘  └───────┘

class WorkoutConsumer(AsyncWebsocketConsumer):
    """Real-time workout updates using Django Channels"""
    
    async def connect(self):
        # Join user-specific channel for live updates
        await self.channel_layer.group_add(
            f"user_{self.user_id}", self.channel_name
        )
        await self.accept()
    
    async def workout_update(self, event):
        # Push metrics to frontend (<100ms latency)
        await self.send(text_data=json.dumps(event['metrics']))

def check_achievements(user, workout):
    """Award badges based on streaks and PRs"""
    achievements = []
    
    # Check 7-day streak
    if user.consecutive_days >= 7:
        achievements.append(Achievement.award(user, 'WEEK_WARRIOR'))
    
    return achievements