Skip to content
George Everitt

MultiView: credentials.doc

George Everitt · Principal AI Engineer · Founder, Applied Relevance

Credentials

Enterprise AI strategy and implementation; agent systems and context engineering; enterprise search and data platforms.

Selected engagements

  1. 2006–present

    Applied Relevance

    Principal AI Engineer & Founder

    Independent consultancy and product studio shipping production AI end to end — cloud-native SaaS through air-gapped, on-prem industrial systems.

  2. 2007–2018

    International Monetary Fund

    Primary account, enterprise technology strategy

    Applied Relevance’s longest-standing advisory relationship. Led the Fund’s evaluation of enterprise search platforms — Microsoft, Autonomy, ElasticSearch and others — and the taxonomy and pipeline architecture behind imfbookstore.org. Findings presented to Fund management shaped a $4M enterprise technology strategy implementation.

  3. 2024

    Vantage Discovery

    Lead Data Engineer (contract)

    Built an AI product-data enrichment pipeline on Databricks and OpenAI for massive retail catalogs (Yahoo!, Shopify, Walmart). Acquired by Shopify; the platform capabilities contributed to the valuation behind the acquisition.

  4. 2020–2025

    Adobe Inc.

    Developer tooling

    Built and published the Adobe Experience League Markdown extension for VS Code, and automated the Flare-to-Adobe-Flavored-Markdown documentation migration.

  5. 2020–2021

    Federal Aviation Administration

    Contract management application

    A SharePoint-based application automating the FAA procurement process: workflow, checklists, assignments and validation across all contract-processing documents, with content search and faceted navigation over 200,000+ documents.

  6. 2021–2022

    CAE Inc.

    Warehouse automation integration

    Warehouse automation integration between Deltek and the Microsoft Power Platform, delivered on iPad.

  7. 2022–2023

    Responsible AI Institute

    Consultant, member assessment portal

    A member self-assessment questionnaire portal for organizations putting AI governance and responsible-AI practices into effect.

  8. 2016–2018

    AnActionPlan

    Founder & Lead Engineer

    A project-management platform for standard operating procedures, delivered by a distributed engineering team across Mexico, Bulgaria, Ukraine, Canada and the Philippines.

1993–2018

Enterprise & financial-services record

Over 100 engagements across financial services, the Big Four and government — the throughline from enterprise search to today’s AI practice.

Financial services

  • Fidelity Investments2006

    Architecture and sizing for a litigation-support platform retrieving, filtering and indexing 2M documents a day.

  • Morgan Stanley Dean Witter2003

    Secure, SSO-integrated search across hundreds of repositories and thousands of internal and external documents.

  • Goldman Sachs1998

    Indexing-performance turnaround: 12x throughput from a schema refactoring.

  • Dow Jones & Company2005–06

    Real-time financial news alerting and profiling. Query throughput from 1.7 to 125 queries a second.

  • JPMorgan Chase

    Enterprise search client.

Big Four & strategy consulting

  • Deloitte, KPMG, PwC, Ernst & Young1997–2005

    Internal knowledge and search systems for all four of the Big Four.

  • McKinsey Associates2003

    Technical audit of enterprise retrieval infrastructure.

Government & public sector

  • U.S. Special Operations Command, FAA, U.S. General Services Administration, Naval Surface Warfare Center

    U.S. federal engagements.

  • Royal Canadian Mounted Police, Solicitor General of Canada

    Canadian federal engagements.

Product & founder

  • Epinomy v12014–2016

    Founder, Applied Relevance. A semantic taxonomy and auto-tagging platform combining MarkLogic with Apache Jena (RDF/OWL) graph technology. The brand now carries Epinomy’s warehouse-management platform.

  • DataFacet2009–2013

    Founder, via WAND Inc. A taxonomy-management and auto-classification platform for SharePoint; IP sold to BA Insight in 2013. Distributed engineering team anchored in Russia, with support and development in Mexico, Canada, Ukraine and Bulgaria.

  • Verity / Autonomy / HP1996–2006

    Senior and Principal Consultant. Global enterprise search implementations for Fortune 500 clients including Pfizer, Coca-Cola and EMC. Built feature-vector and statistical-classification systems — Bayesian categorization, concept clustering, vector-space recommendation and auto-summarization — well before “embeddings” had that name: the statistical-NLP lineage LLM-based semantic search descends from.

  • Interleaf, Inc.1993–1996

    Senior Consultant. Large-scale technical publishing and content-management implementations worldwide, for the Waltham, MA enterprise-publishing pioneer.

Technical expertise

AI / ML implementation
  • Anthropic / Claude Code
  • OpenAI
  • Azure OpenAI
  • Long-context architecture & context engineering
  • Multi-agent workflows
  • Semantic search
  • LLM fine-tuning
  • TensorFlow
  • PyTorch
Enterprise data & search
  • Elasticsearch
  • Solr
  • MarkLogic
  • Azure Cognitive Search
  • PostgreSQL
  • MongoDB
  • Autonomy IDOL
  • Verity K2
Knowledge graphs & semantic web
  • RDF
  • OWL
  • SPARQL
  • Apache Jena
  • Graph databases
  • Taxonomy & ontology design
Delivery stack
  • Cloudflare Workers
  • Supabase
  • Python
  • TypeScript
  • C# / .NET
  • React
  • Node.js
  • FastAPI
  • Docker
  • Kubernetes
Discipline
  • Spec-driven development
  • No-mocks, no-silent-failure testing standard
  • Observability and cost guardrails by default
  • Portable, lock-in-free architecture
  • AI governance and regulatory compliance by design (NIS2, HIPAA)
Industries
  • Financial services
  • Government / secure
  • Healthcare / HIPAA
  • Manufacturing
  • Telecommunications
  • E-commerce

Contact

geveritt@appliedrelevance.com