Knowledge Architect

Knowledge Architect — Aether Solutions

Seattle, WA | July 2023 – Present

• Designed and implemented an enterprise taxonomy and ontology framework for a database of 250,000+ technical articles, improving content categorization accuracy by 34%.
• Developed a knowledge graph using Neo4j to link cross-departmental assets, reducing search time for 1,200 active employees by 24% and mitigating information silos.
• Governed metadata standards and controlled vocabularies across 5 corporate platforms, decreasing document tagging errors by 41% and increasing auto-tagging efficiency.
• Collaborated with engineering to integrate semantic search capabilities, resulting in a 19% increase in click-through rates on internal search engine result pages.

Associate Knowledge Architect — Cognitive Systems Inc.

Seattle, WA | June 2021 – June 2023

• Mapped and migrated 12 legacy document repositories into a unified cloud-based knowledge management system, reducing data retrieval latency by 28% for remote teams.
• Conducted regular content audits on 8,000+ knowledge base assets, identifying and archiving redundant articles to improve overall search relevance scores by 18%.
• Facilitated training sessions on taxonomy best practices for 40+ content authors, lowering initial document submission rejection rates from 25% down to less than 5%.
• Wrote 15 comprehensive metadata schema guidelines and user manuals, which successfully decreased the onboarding time of incoming content managers by 2 weeks.

Taxonomy Design, Ontology Engineering, Knowledge Graphs, Metadata Schema, Information Architecture, Controlled Vocabularies, Search Relevance, Semantic Web, Neo4j, PoolParty, SPARQL, RDF, OWL, Confluence, Jira, Python, SQL

Enterprise Knowledge Graph Migration

Role: Lead Knowledge Architect

Tools: Neo4j, Python, PoolParty, SPARQL

Designed and executed the semantic migration of 40,000+ data nodes, reducing query response times by 32% and enabling cross-domain semantic recommendations.

Search Recommender Engine Integration

Role: Information Architect

Tools: Elasticsearch, Python, RDF/XML, Confluence

Engineered a localized thesaurus mapping 5,000+ terms, improving search precision by 22% and reducing search query abandonment rates by 15%.

• Certified Knowledge Manager (CKM) (2023)
• Certified Information Professional (CIP) (2022)

• Languages: English (Native), Spanish (Conversational)
• Volunteer Work: Taxonomy designer for a regional digital library archiving historic documents (2022-present)
• Availability: 2 weeks notice