Quant Visuals Lightweight Charts Mid Range ($800 - $2k)

Apex Quant

Lead Full-Stack & Quant Developer • Case Study

Project Concept

Visualizing quant feeds requires low charting latency. Apex Quant is an indicators dashboard that processes technical formulas (EMA, RSI) in an Express.js backend and streams live chart canvas metrics to React via WebSockets.

Technology Choices

TradingView Lightweight Charts
Next.js & React 19
Zustand Store (Context bypass)
Express & WebSockets

EMA Math Engine

Calculates values iteratively over custom periods using exponential weighting multipliers, avoiding calculation overhead on client nodes.

// EMA calculation logic
const k = 2 / (period + 1);
ema[i] = price * k + ema[i-1] * (1 - k);
APEX LIVE TICKER (BTC/USDT) $96,450.00