I will optimize your elasticsearch performance and search relevance

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Serhii T

About this gig

Is your Elasticsearch slow, returning irrelevant results, or eating too much memory? Need help deploying a new ES cluster from scratch?


With 8+ years of production Elasticsearch experience across enterprise multi-tenant systems, I'll diagnose, fix, or build your search infrastructure.


What I offer:

- Deploy Elasticsearch clusters from scratch (Docker, Kubernetes, bare metal)

- Performance audit: analyze queries, index templates, mappings, and cluster health

- Search relevance tuning: BM25, custom analyzers, boosting, RRF hybrid ranking

- Index template optimization (proven track record of significant query speedups)

- Multi-tenant architecture design with proper isolation

- Migration between ES versions (7.x 8.x 9.x)

- Custom analyzers for specific domains: names, phones, emails, company names

- Horizontal scaling strategy: shards, replicas, node roles


My background:

- 8+ years building, deploying, and maintaining enterprise search systems in production

- Designed multi-tenant ES architectures running for years without major incidents

- Experience with hybrid search (BM25 + vector), Elasticsearch + Qdrant

- Docker/Kubernetes deployments for ES clusters


Get to know Serhii T

Serhii T

Elasticsearch, AI Search Engineer, 8 Years Production Experience

  • FromPoland
  • Member sinceApr 2026
  • Avg. response time4 hours
  • Languages

    English, Ukrainian, Russian
Elasticsearch & AI Search Engineer, 8+ years production experience. I deploy, optimize, and scale search infrastructure for enterprise systems. Core skills: - ES deployment, performance tuning, relevance optimization - Multi-tenant search architecture - RAG pipelines & AI search (LangGraph, Qdrant) - Docker & Kubernetes for search clusters Stack: Elasticsearch, TypeScript, NestJS, Java, Docker, Docker-Compose, K8s, Helm, RabbitMQ, Vue.js, LangGraph. Based in Poland. Open to consulting and projects.

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