Production-ready autocomplete backend: sub-50ms latency, 20k QPS. Redis cache-aside, in-memory Trie, exponential decay ranking. TypeScript, PostgreSQL, Docker.
nodejs search docker redis caching portfolio distributed-systems autocomplete typescript backend postgresql expressjs system-design github-actions senior-engineer trie-data-structures
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Updated
May 12, 2026 - TypeScript