Real-Time Sports Data, Betting, and Community Platform
Built a production-grade platform for live match experiences, integrating real-time feed delivery, transactional workflows, search, and user engagement systems under high concurrency.
This project involved building a sports platform for live and scheduled matches, user participation, community features, and third-party integrations. The main technical focus was keeping the real-time experience stable during traffic spikes, feed bursts, and integration issues.
The platform had to keep live match data in sync across multiple user-facing surfaces while handling external feeds that could arrive in bursts or out of order. It also needed reliable support for payments, provider callbacks, balance-related actions, search, moderation tools, and responsive live pages.
We built an event-driven backend for live data processing, caching, search, and real-time delivery. Time-sensitive match updates were separated from slower transactional and content workflows so the live experience stayed responsive under load.
- WebSocket-based real-time updates for scores, match events, prematch/inplay odds, commentary, and stats
- RabbitMQ pipelines for feed ingestion and event processing
- Redis caching for live match state and fast updates
- Optimized schemas for balances, transactions, participation, promotions, and shop flows
- Elasticsearch for fast search across matches, promotions, and community content
- Idempotent provider integrations with retry handling and callback verification
- Payment gateway integration with verification and reconciliation support
- Community features including chat, minigames, clubs, posts, user reports, and abuse controls
- Social login and account linking for multiple providers
- Improved live-page performance with partial refresh and reduced API load
- Structured logging, correlation IDs, dead-letter queues, and replay support
- Reduced latency for live match updates
- Improved stability during feed bursts and traffic spikes
- Lowered risk in payment and provider workflows
- Made matches and content easier to discover through faster search
- Created a scalable base for future live and engagement features
Technologies
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