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Flagship Fintech Engineering

Sub-100ms Real-Time Tick Ingestion & Simulation Engine

Architected for algorithmic traders and option desk operators who need zero frame drops during peak market volatility.

< 85ms
Feed Processing Latency
Sub-second real-time tick ingestion
99.98%
Market Volatility Uptime
Fault-tolerant WebSocket failover
10,000+
Concurrent Option Chains
State-synchronized tick streams
12,500/s
Order Simulation Speed
Backtest throughput capacity
https://nikhilworks.com/case-studies/bazaar-sync-trading-engine/
Bazaar Sync: Sub-100ms Fintech Backtesting & Real-Time Trading Engine | Case Study

The Engineering Challenge

Standard broker REST APIs throttle under high frequency. Algorithmic traders faced severe lag, frozen option chains during RBI/Fed policy announcements, and inaccurate slippage estimates in backtesting. The platform needed true bidirectional WebSocket pipes, sub-100ms tick normalization, and zero memory leaks in the browser canvas.

System Architecture Blueprint

Engineered a multi-threaded Node.js & WebSocket gateway that aggregates feeds from Delta Exchange, Kotak Neo, and Angel One SmartAPI. Implemented an in-memory ring buffer for tick normalization, a high-frequency backtesting worker thread pool, and an optimized WebGL/Canvas rendering pipeline that prevents front-end thread blocking.

1

Multi-Broker Gateway

Unified tick normalization layer bridging REST and binary WebSocket sockets with automatic reconnect.

2

In-Memory State Engine

Redis/Ring-Buffer cache tracking dynamic Greeks (Delta, Gamma, Vega) and real-time open interest (OI).

3

Worker Pool Backtester

Parallel simulation workers calculating drawdown, Sharpe ratio, and slippage across 5-year historical 1-minute candle datasets.

4

Hardware-Accelerated UI

60 FPS Canvas chart rendering ensuring UI never freezes when 500+ ticks/sec flood during expiry hours.

Critical Production Risks Eliminated

Eliminated rate-limit bans via intelligent API token rotation and dynamic socket pool routing.
Prevented browser crashes by offloading option chain Greeks computation to backend worker threads.
Protected trading capital through millisecond-accurate simulated slippage modeling.

Verified Production Stack

Node.js React.js WebSockets Redis PostgreSQL Docker Kotak Neo API Angel One SmartAPI
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