✳️Tech Stack
Blocklens AI isn’t just another signal bot — it’s a full AI-driven infrastructure, designed from the ground up to process live crypto futures data, filter signals, and deliver them seamlessly to users.
AI & Machine Learning Layer
Core Models
RandomForestClassifier & XGBoost for predictive filtering
Deep Learning Extensions
LSTM models for price sequence forecasting
Pattern Recognition & Indicators
Candlestick analysis engine (Engulfing, Doji, Hammer, etc.) + RSI, MACD, EMA Crossovers, Volume Heatmaps, Price Action Zones + AI scoring
Backtesting Engine
Historical chart replay with statistical validation
This layer transforms raw charts into actionable probability scores so only high-confidence trades pass through.
Signal Processing Layer
Confluence Engine
Multi-indicator + Pattern scoring system for stronger signals
Leverage Auto-Adjust
Risk-based position sizing linked to confidence score
This ensures signals are not just technical noise but a validated setup traders can trust.
Infrastructure & Data Layer
Backend
Python + FastAPI orchestrates data ingestion & AI pipelines
Database
PostgreSQL + TimescaleDB for storing historical trades & backtests
Caching
Redis for ultra-low latency market data processing
Deployment
Docker + Kubernetes for scaling across heavy trading activity
Low latency + high scalability = AI that never sleeps.
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