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REALTIME STREAMING · WEBSOCKETS · REDIS
Backend Engineer·2020

Crypto Indexing Platform

WSLow-Latency WebSocketsETLMarket Data Normalization
System Architecture Flow
01Exchange Market Data Ingestion
02Python ETL & Schema Normalization
03Redis Pub/Sub Hot State Cache
04Low-Latency WebSocket Broadcast

01 / Engineering & Implementation

  • Built real-time crypto indexing and aggregation using WebSockets for live market data streams.
  • Implemented ingestion and normalization pipelines, reusing infrastructure from the Angel Investing stack.
  • Delivered APIs and dashboards for price/index tracking and analytics.

02 / Measurable Impact

  • Low-latency streaming, shared stack with Angel Investing for faster delivery