2 posts tagged with "redis"

Overview​

As election and political data expanded, performance bottlenecks became visible—especially on pages rendering historical trends and analytics. I adopted Redis-based caching with time-based expiry to ensure:

• Faster load times
• Reduced DB load
• Controlled freshness of data

This post details my approach using NestJS, Redis, and TTL strategies.

Overview​

When building a platform that relies on statistical analysis and deep comparisons, response time can quickly become a bottleneck. In this article, I’ll walk through how I integrated Redis with NestJS to reduce computation time and database load on performance-heavy endpoints.

I implemented caching on frequently accessed data like:

• Party trends across elections
• Leader performance history
• Poll summaries
• Government composition data