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🔎 Elasticsearch

Powerful search and analytics for your data

4+ Years Experience
10+ Projects Delivered
✓ Available for new projects
Used at:
Anaqua Workspace InfoTech

$ cat services.json

Search Implementation

Build powerful search experiences with Elasticsearch.

Deliverables:
  • Index design
  • Query optimization
  • Autocomplete/suggest
  • Faceted search
  • Relevance tuning

Log Analytics (ELK Stack)

Set up log aggregation and analytics with ELK.

Deliverables:
  • Logstash configuration
  • Kibana dashboards
  • Alert configuration
  • Retention policies
  • Performance tuning

Elasticsearch Integration

Integrate Elasticsearch with your applications.

Deliverables:
  • Data sync pipelines
  • Real-time indexing
  • Search API design
  • Caching strategy
  • Monitoring setup

$ man elasticsearch

Elasticsearch Architecture

Indices - Collections of documents Documents - JSON records Shards - Distributed storage Replicas - High availability

Key features:

  • Full-text search with analyzers
  • Aggregations for analytics
  • Near real-time indexing
  • Horizontal scaling

Search Patterns

Match Query - Full-text search Term Query - Exact matches Bool Query - Compound queries Function Score - Custom relevance Aggregations - Analytics and facets Suggestions - Autocomplete

$ cat README.md

Elasticsearch Query Examples

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// Complex Search Query
{
  "query": {
    "bool": {
      "must": [
        {
          "multi_match": {
            "query": "patent infringement",
            "fields": ["title^2", "abstract", "claims"],
            "type": "best_fields",
            "fuzziness": "AUTO"
          }
        }
      ],
      "filter": [
        { "term": { "status": "active" } },
        { "range": { "filing_date": { "gte": "2020-01-01" } } }
      ],
      "should": [
        { "match": { "category": "software" } }
      ]
    }
  },
  "aggs": {
    "by_category": {
      "terms": { "field": "category.keyword" }
    },
    "by_year": {
      "date_histogram": {
        "field": "filing_date",
        "calendar_interval": "year"
      }
    }
  },
  "highlight": {
    "fields": {
      "abstract": {},
      "claims": {}
    }
  }
}

Index Mapping Design

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{
  "mappings": {
    "properties": {
      "title": {
        "type": "text",
        "analyzer": "english",
        "fields": {
          "keyword": { "type": "keyword" },
          "suggest": { "type": "completion" }
        }
      },
      "content": {
        "type": "text",
        "analyzer": "english"
      },
      "category": {
        "type": "keyword"
      },
      "created_at": {
        "type": "date"
      },
      "embedding": {
        "type": "dense_vector",
        "dims": 1536,
        "index": true,
        "similarity": "cosine"
      }
    }
  }
}

$ ls -la projects/

Document Search Platform

@ Anaqua
Challenge:

Search across millions of legal documents with complex queries.

Solution:

Elasticsearch with custom analyzers for legal terms, faceted search, and relevance tuning.

Result:

Fast, accurate search across patent and trademark documents.

E-commerce Search

@ Workspace InfoTech
Challenge:

Build product search with filters and autocomplete.

Solution:

Elasticsearch with synonyms, fuzzy matching, category facets, and suggestion API.

Result:

Improved search experience, increased conversions.

$ diff me competitors/

+ 4+ years of production Elasticsearch experience
+ Full ELK stack expertise
+ Search relevance tuning specialist
+ Integration with AI—hybrid search with embeddings
+ Performance optimization at scale

Build Your Search

Within 24 hours

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