Capabilities

Search & Discovery

Expert search and discovery implementation with Elasticsearch, Algolia, and vector search for fast, relevant results at scale.

Search & Discovery Excellence

We build search experiences that help users find what they need quickly, from simple text search to AI-powered semantic discovery.

Our Expertise

  • Elasticsearch - Full-text search at scale
  • Algolia - Managed search-as-a-service
  • Vector search - Semantic similarity with embeddings
  • Faceted search - Filters and refinements
  • Autocomplete - Real-time suggestions

Search Use Cases

E-commerce - Product discovery and filtering
Content - Articles, documents, media search
SaaS - In-app search for user data
Healthcare - Patient, provider, and record search
Geospatial - Location-based search

Search Features

Relevance tuning - Optimize ranking algorithms
Synonyms - Handle alternative terms
Typo tolerance - Fix spelling mistakes
Personalization - User-specific results
Analytics - Track search behavior

Technologies We Use

  • Elasticsearch & OpenSearch
  • Algolia, Typesense
  • Pinecone for vector search
  • Redis for autocomplete
  • Python, Node.js for indexing

More Client Work

— Building solutions across industries

Amazon

Web developer for Amazon.fr launch, traveling to Seattle to learn templating systems and training international teams.

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Grindr

Rescued failing infrastructure serving 5.8M daily users, leading complete Ruby-to-Java rewrite that contributed to $608M acquisition.

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Tesco / Dunnhumby

Pioneered Flutter adoption in strategic partnership with Google, building the HuYu consumer insights app on Firebase.

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NBCUniversal

Architected fully automated video quality control pipeline using AWS serverless, replacing manual QC processes.

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Waste Connections

Architected white-label platform serving 250+ subsidiaries, delivering production-ready prototype in 90 days.

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Roto-Rooter

Rescued failing mobile project, delivering dual-platform launch in 90 days now serving 100K+ monthly users.

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Bright Health

Achieved single-codebase consistency across iOS, Android, and Web for DocSquad telehealth serving 500K+ members.

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Digital Turbine

Built serverless content API with NLP services and recommendation engines reaching 800M+ devices globally.

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Pigeon Healthcare

Rescued telehealth platform, reducing infrastructure costs 70% and consolidating three codebases into unified Flutter solution.

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Williams Sonoma

Built web applications and authentication systems on Java/Spring MVC platform serving 8 premium retail brands.

Read case study

Amazon

Web developer for Amazon.fr launch, traveling to Seattle to learn templating systems and training international teams.

Read case study

Grindr

Rescued failing infrastructure serving 5.8M daily users, leading complete Ruby-to-Java rewrite that contributed to $608M acquisition.

Read case study

Tesco / Dunnhumby

Pioneered Flutter adoption in strategic partnership with Google, building the HuYu consumer insights app on Firebase.

Read case study

NBCUniversal

Architected fully automated video quality control pipeline using AWS serverless, replacing manual QC processes.

Read case study

Waste Connections

Architected white-label platform serving 250+ subsidiaries, delivering production-ready prototype in 90 days.

Read case study

Roto-Rooter

Rescued failing mobile project, delivering dual-platform launch in 90 days now serving 100K+ monthly users.

Read case study

Bright Health

Achieved single-codebase consistency across iOS, Android, and Web for DocSquad telehealth serving 500K+ members.

Read case study

Digital Turbine

Built serverless content API with NLP services and recommendation engines reaching 800M+ devices globally.

Read case study

Pigeon Healthcare

Rescued telehealth platform, reducing infrastructure costs 70% and consolidating three codebases into unified Flutter solution.

Read case study

Williams Sonoma

Built web applications and authentication systems on Java/Spring MVC platform serving 8 premium retail brands.

Read case study

Ready to Work Together?

Let's discuss how our search & discovery expertise can help your business grow.

Schedule a Consultation