Production ML Platform
Enterprise-grade machine learning infrastructure serving 1.2M+ predictions with 94.2% accuracy and sub-100ms latency
2.3%
Model Accuracy
%
12.5%
Predictions Served
5.2%
Avg Latency
ms
Models in Production
Active A/B Tests
Data Pipeline
Healthy
1.2%
Model Drift
API Uptime
%
Feature Store
50+ engineered features with real-time computation
Model Registry
Version control for ML models with automatic rollback
API Gateway
RESTful API with automatic documentation and monitoring
Live Predictions
Real-time player performance predictions with confidence intervals
Live
LeBron James
Lakers
28.5
92.3% confidence
Feature Importance
Recent Form85%
Opponent Defense65%
Home/Away90%
Stephen Curry
Warriors
31.2
88.7% confidence
Feature Importance
Recent Form92%
Opponent Defense70%
Home/Away85%
Infrastructure Health
Real-time monitoring of production services
Live monitoring
FastAPI Backend
healthy
Uptime99.99%
Latency87ms
CPU42%
Memory68%
1247 req/s
PostgreSQL (Supabase)
healthy
Uptime99.98%
Latency23ms
Memory72%
85 conn
Redis Cache
healthy
Uptime99.95%
Latency2ms
Memory45%
120 conn
Railway Platform
healthy
Uptime100%
Latency45ms
CPU38%
Memory52%
Active
GitHub Actions
healthy
Uptime100%
Latency0ms
24 req/s
Model Registry
degraded
Uptime98.5%
Latency156ms
CPU78%
Memory84%
Active
Recent Events
Auto-scaling triggered on Railway
2 min agoCache hit rate dropped to 85%
15 min agoModel v2.1.0 deployed to production
1 hour agoDatabase connection pool expanded
3 hours agoGitHub Actions workflow completed
5 hours agoPowered By Industry-Leading Technology
FastAPI
XGBoost
LightGBM
Redis
PostgreSQL
Railway
Next.js
TypeScript