Ashleigh N. Faith Email and Phone Number
Ashleigh N. Faith's Location
Greater Boston, United States, United States
Ashleigh N. Faith's Contact Details
Ashleigh N. Faith work email
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Ashleigh N. Faith personal email
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Ashleigh N. Faith phone numbers
About Ashleigh N. Faith
I specialize in multilingual search and behavioral analytics, focused on semantics, interoperability, and natural language, and realized through ontologies and knowledge graph. My domain focus is STEM subject matter -particularly in transportation, mechanical, medical, and electrical engineering technology, but I have worked on eCommerce, Business Intelligence, and Network Analysis data as well. I have managed small and large engineering and data teams, as well as end to end product GTM for a highly interactive 3D creative work search product that takes user behavior, language, and content metadata and transforms it into a tool for user data mining their content (multimillion dollar product line), as well as a backend knowledge graph to power neural network-based business and search intelligence machine learning (resulting in over $500K/year savings from insights gained and 11% increase in user interaction with the product). I am well versed in managing diverse data and engineering teams, as well as technical IP and data intelligence pipelines. I enjoy public speaking and presentations, teaching, writing articles, and researching possible solutions to complex problems. Feel free to reach out for a chat about problems you are looking to solve. Specialties: • Taxonomy/ontology creation and management (including multilingual)• Natural Language Processing (NLP), linguistics, recommendation and knowledge graph creation, and automated classification/tagging • Interoperability, linked data, semantic web• Metadata and ANSI/ISO/W3C- standards• Classification, indexing, and annotation• ETL/ELT pipelines and AWS• Internet of Things (IoT), primarily cyber security and connectivity• Content and knowledge management• Medical, art, automotive and aerospace engineering terminologies and technology• Library and information architecture• Archiving and records management• Intranet portal and web content strategy
Ashleigh N. Faith's Current Company Details
Ashleigh N. Faith Work Experience Details
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Director Of Innovation, Artificial Intelligence, Knowledge Graph, And Semantic SearchEbsco Information Services Apr 2024 - PresentIpswich, Ma, UsAs Director of AI and Semantic Innovation, I focus on strategy, community outreach, partnerships, technical design, and thought leadership, centered on advancing semantic and artificial intelligence capabilities within the research discovery and assessment space. Working with the product and business development team, I lead efforts to establish roadmaps, strategic vision, and capture and share best-practice knowledge amongst the EBSCO technical, product, strategy, and sales teams. I focus on delivering research workflows that leverage AI and semantic capabilities that are effective mechanisms to the research process, and those that support the research process. I also help enable customers to grow their understanding of AI and semantics, implement these skills at their organizations, and help design reference architectures and best practices for these technical topics within the research space.
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Founder & Content CreatorIsa Datathing Jul 2020 - PresentSpeaker, researcher, and founder of the non-profit YouTube channel focused on education in the space of Knowledge Graphs, machine learning and artificial intelligence, semantic search, Taxonomies, and other data science topics. -
Product Owner And Knowledge Graph Engineering Manager For Alexa'S Knowledge GraphAmazon Oct 2022 - PresentSeattle, Wa, UsAs the product owner of Alexa's Knowledge Graph, I work with stakeholders from Alexa AI to craft the future and vision for the knowledge graph as a data product; work with stakeholders on KPIs, success metrics, and requirements for the graph use cases such as Large Language Models, generative AI, Alexa QnA, and more. As the Knowledge Graph Engineering Manager, I also manage the technical product/project owners for the KG teams, applied scientists, and knowledge engineers to uphold graph quality standards, verify trustworthy graph data, grow the Alexa Knowledge Graph by facts and entities, and creating knowledge graph management tools and ETL pipelines -all to realize the most innovative and pleasing experience for Alexa and Amazon customers. -
Principal Consultant, Semantic Architecture For Knowledge Graph, Artificial Intelligence, And SearchEnterprise Knowledge, Llc Nov 2023 - Apr 2024Arlington, Virginia, UsWith over 15 years of experience leading teams of expert semantic engineers and scientists (and being one myself at times), leading semantic product and business strategy, as well as building semantic products and services, I live and breathe semantic technology. As a Principle Scientist at EK, I am helping to drive results with semantic technology. I have worked on product and e-commerce use cases like semantic search, trend analysis, recommendations, personalization, product catalogs, and customer insights; ML/AI initiatives like categorization, auto-classification, summarization, question prompts and pre-training traditional and LLM models; with government, regulatory, and finance bodies on strategies for FAIR data, compliance, risk management, and threat analysis; in entertainment and publishing use cases such as mega ETL pipelines and architectures for data and content acquisition, data normalization and modernization; manufacturing. logistics, and shipping efficiencies through IoT, digital twin, network analysis, and much more. -
Director Of Search And Knowledge Discovery, Dow Jones B2B And B2CDow Jones Jun 2022 - Oct 2022New York, Ny, UsAs the Director of the Search and Knowledge-as-a-Platform strategy, I lead teams across technology, marketing, product, and engineering to deliver the strategic and implementation plan for the future of search at Dow Jones, which included a reimagined the Dow Jones search experience for all B2C and B2B products including Factiva, WSJ, Barron's, Marketwatch, Newswires, and graph-based fraud and threat detection from Risk and Compliance product lines. After the successful delivery and acceptance of the plan, I decided to seek a different opportunity focused on my passion for graph-based ML/AI. Dow Jones and the teams working there are amazing, and with the new direction they are taking, have a wide range of amazing new features they are developing up for their dedicated customers. -
Director, Knowledge Graph, Semantic Search, And MlaiEbsco Information Services Nov 2017 - Jun 2022Ipswich, Ma, UsAs a technical product manager, I direct the creation, implementation and continuous development of the EBSCO cloud based data pipeline, machine learning/artificial intelligence (MLAI), and knowledge graph product platforms using AWS standards and Netflix OSS reference. This requires digitally ingesting, organizing, and aggregating to the highest degree of fidelity possible, a diverse stream of over 4 billion assets, and extracting the knowledge contained within them, from millions of providers worldwide, with industry best practice and standards so that relevant data is semantically modeled, inferred, discovered, and readily accessed by the EBSCO Concept map product, as well as mining from user behavior analytics to enhance the Concept Map and semantic search offering on the front end, and giving the business data to curate content and acquisitions on the backend.Leading a team of engineers, data scientists, and machine learning experts, and working with the Sales and Marketing teams in the end to end GTM (including user testing and telemetry insights) of a multilingual visual knowledge graph and recommendation engine, I have a proven track record of delivering on time (agile) and within budget, as well as managing a product line with a user satisfaction rating in the upper 80th percentile on the Microsoft Usability test. Understanding of knowledge organization –specifically user behavior metrics, taxonomy, ontology and indexing best practices— and leveraging data analytics and machine learning (ML)/artificial intelligence (AI) capabilities, and Agile/Lean methodology is essential to optimize and continually improve the quality of data, knowledge capture, Extract, Transform, Load (ETL/ELT) tooling, content delivery networks (CDN), data visualization, “findability” and browse experiences for EBSCO’s users.
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Semantic Enrichment ManagerEbsco Information Services May 2017 - Nov 2017Ipswich, Ma, UsManages the Semantic Enrichment Team. My team's use of taxonomy terms, linked data and ontological relationships, automated indexing of content, and machine learning techniques helps connect users to the knowledge they seek. Leveraging these technologies, the Semantic Enrichment Team enhances the EBSCO search experience, adds meaning to content, enables data-driven machine learning insights, and infuses EBSCO vocabularies with robust subject matter expertise and user-centered design.
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Taxonomy ManagerEbsco Information Services Jan 2017 - May 2017Ipswich, Ma, UsManaging the Taxonomy team by fostering taxonomy which connects users with content. The team enhances and maintains the EBSCO proprietary taxonomies that cover all published material domains such as Business, Medical, STEM, Law, News, and more. Other vocabularies that we manage are CINHAL (nursing) and SEARS (primarily used in publish library subject headings). These taxonomies are used for indexing as well as analyzing and mapping third-party vocabularies, classification systems, and other structured data for use in Search Engine Optimization (SEO) and semantic search. The team actively identifies gaps in subject and entity coverage to provide users with the most robust and current search experience possible.
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Adjunct ProfessorUniversity Of Pittsburgh Jan 2016 - Aug 2017Pittsburgh, Pa, UsAdvanced Semantics and Knowledge Representation:This course surveys semantics from a natural language, semi-auto classification, and knowledge mapping perspective. Topics include knowledge representation systems, lexical semantics, including resources such as WordNet, Babelnet, and STEM ontologies, and their logical applications, linked data and semantic interoperability, the semantic web and its standards, natural language search queries, and ontology, taxonomy, and folksonomy, semantics triple construction. -
Adjunct ProfessorUniversity Of Pittsburgh Apr 2014 - Dec 2015Pittsburgh, Pa, UsCataloging and Classification-This course, which is designed for library and information professionals, examines the ways in which information professionals describe and create access to information resources. Topics covered include, but are not limited to: RDA, AACR2, MARC21, DDC23, Taxonomy ANSI/NISO Z39.19-2005 and DCMI (Dublin Core Metadata Initiative). Ontology and folksonomy will also be covered.
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Discovery & Information Architecture ManagerSae International Nov 2015 - Jan 2017Warrendale, Pa, UsAt SAE International, the worlds largest aggregator of transportation research and standards, I focused on strategic planning and implementation of semantic search and discovery, search engine optimization (SEO), and data strategy, particularly and quality in my role as the Discovery and Information Architecture Manager. I also serves as the manager for all discovery services contracts for SAE. Managing an international team of indexers, librarians, and analysts, my team gauges the effectiveness of SAE's current discovery and information architecture while providing business intelligence and facilitation of data driven knowledge within the company. I built and manage the SAE knowledge management and strategic data sharing program and serve as the companies center of excellence for intelligence gathering and identifying actionable solutions from topical, behavioral, and financial data. -
Iot Initiative LiaisonSae International Apr 2015 - Jan 2017Warrendale, Pa, UsThe Internet of Things (IoT) means a world where every device that produces data is connected to ultimately enhance our lives. The mobility industry cannot afford to miss the opportunity to get involved early on. Working collaboratively with other sectors in order to agree on solutions will increase safety, reliability and convenience of vehicles and also open up new revenue streams for manufacturers. My role is to advise and facilitate SAE International's initial steps to engage the automotive industry in developing applicable IoT requirements and connecting with other IoT initiatives..
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Taxonomy & Knowledge ManagerSae International Aug 2011 - Nov 2015Warrendale, Pa, UsLead Taxonomist and Knowledge Organizer of SAE International. Responsibilities include, but are not limited to, metadata management, machine learning (NLP), automatic indexing, knowledge governance, information and knowledge analysis, business intelligence, semantic technologies, and ontology mapping.Key areas of analysis: Ontology/taxonomy, Knowledge Maps, Search and Discovery, Internet of Things (IoT)- connected roads and cities, Cyber Security, Vehicle Health Management and Diagnostics
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Project ArchivistSae International May 2011 - Aug 2011Warrendale, Pa, UsLead on processing, analyzing, and organizing the SAE Awards and Scholarship Records Collection. The core mission of this work was to establish award and scholarship historical sources of funding. Finding aids, digitization and reports were created.
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Digitization Controller And Project ArchivistRosebud Mining Company May 2011 - Aug 2011Strategic planning and processes of the R&P Coal Collection. This included work in digitizing, creating a retention schedule, map digitization (iMap project) and cataloging the R&P Coal Company archival files for the Rosebud Mining Company.
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Graduate Student Archival AssistantIndiana University Of Pennsylvania Aug 2009 - May 2011Indiana, Pa, UsAssisted in management of the Special Collections and University Archives at Indiana University of Pennsylvania through finding aids and program organization. I was the lead archivist for the Milton Bancroft collection acquisition and collection processing as well as the finding aid metadata expert. -
Defence Policy And Capabilities Directorate LiaisonNato Sep 2006 - Feb 2011Brussels, BeThe Defence Policy and Capabilities Directorate deals with the development of Alliance defence policies and strategies, including pol-mil aspects of defence capabilities, Logistics capabilities, as well as defence cooperation policies with Partners. Maintains an awareness of major security and defence developments on the international scene, and also has the lead on NATO-European Union cooperation in defence policy and capabilities. Also responsible for the conduct of NATO Defence Planning, including the development and adoption of force goals and the conduct of regular defence reviews, including the PfP Planning and Review Process for Partners and including the ingestion of pol-mil metadata initiatives -
Archival Data Entry And Artifact ManagementPyla Ridge Archaeology Project May 2010 - Aug 2010I lead my data and artifact management team on the Pyla-Koutsopetria Ridge project located outside Larnaca, Cyprus, my responsibilities included directing the team in activities such as: shard and artifact 3D representation, recording artifact geolocation, mapping the collection grid through infrared UAV imagery, Ground Penetrating Radar (GPR) software record aggregation, and processing the dig's collection into the Larnaca Museum database.
Ashleigh N. Faith Skills
Taxonomy
Metadata
Content Management
Knowledge Management
Archives
Information Retrieval
Research
Cataloging
Information Management
Digitization
Ontologies
Information Literacy
Indexing
Digital Preservation
Information Architecture
Library
Records Management
Analysis
Semantic Web
Databases
Library Science
Machine Learning
Collection Development
Digital Libraries
Technical Writing
Digital Archiving
Museums
Library Research
Library Instruction
Special Collections
Library Management
International Relations
Computer Security
Aerospace Engineering
Automotive Engineering
Museum Collections
Cooking
History
Metadata Standards
Online Research
Wikis
Sharepoint
Web Content Management
Database Admin
Access
Academic Libraries
Computational Linguistics
Nato
Computational Intelligence
Systems Thinking
Ashleigh N. Faith Education Details
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University Of Pittsburgh/ Carnegie Mellon UniversityInformation Science -
University Of PittsburghInformation Technology
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Indiana University Of PennsylvaniaThe History Of Cyber Security
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Pennwest EdinboroHistory
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Pennwest EdinboroLinguistics And Literature
Frequently Asked Questions about Ashleigh N. Faith
What company does Ashleigh N. Faith work for?
Ashleigh N. Faith works for Ebsco Information Services
What is Ashleigh N. Faith's role at the current company?
Ashleigh N. Faith's current role is Knowledge Graph, Semantic Search, & MLAI.
What is Ashleigh N. Faith's email address?
Ashleigh N. Faith's email address is af****@****sco.com
What is Ashleigh N. Faith's direct phone number?
Ashleigh N. Faith's direct phone number is (877) 606*****
What schools did Ashleigh N. Faith attend?
Ashleigh N. Faith attended University Of Pittsburgh/ Carnegie Mellon University, University Of Pittsburgh, Indiana University Of Pennsylvania, Pennwest Edinboro, Pennwest Edinboro.
What skills is Ashleigh N. Faith known for?
Ashleigh N. Faith has skills like Taxonomy, Metadata, Content Management, Knowledge Management, Archives, Information Retrieval, Research, Cataloging, Information Management, Digitization, Ontologies, Information Literacy.
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