Challenge
Teams need fast visibility into changing market data, but dashboards become unreliable when ingestion, validation, websocket updates, and system health are not visible together.
Realtime Analytics Platform
Realtime Market Data Dashboard
A realtime dashboard for market data monitoring, watchlists, data freshness, system health, and configurable analytics views.
Project narrative
From workflow problem to engineered analytics system.
Each project explains the client-style challenge, software solution, modules, architecture, implementation choices, and compliance-aware boundaries.
Solution
The dashboard combines realtime ingestion, queue-backed processing, configurable watchlists, health panels, and AI-assisted status summaries into one operational interface.
Core modules
Realtime data ingestion
Watchlist and workspace configuration
Live dashboard panels
Job health monitoring
Data freshness indicators
AI-assisted operational summaries
Architecture highlights
WebSocket communication layer
Redis-backed realtime state
Worker queues for computation
PostgreSQL storage for normalized data
Observability screens for technical support
Stack
Technology used
Django ChannelsRedisCeleryWebSocketsPostgreSQLReact
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