
Karine Megerdoomian
Computational linguist at Computing Research Laboratory (CRL)

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About me
Founder & CEO, Zoorna | AI Researcher & Consultant | Multilingual NLP • GenAI Strategy • Responsible AI Solutions
Education

Nvart Gulbengian
-
University of Southern California
1993 - 2002MA, PhD LinguisticsSpecialization: syntax-morphology interface, complex predicates, Armenian and Persian.

University of Southern California
1991 - 1993Directed readings Neural Computation
University of Southern California
1985 - 1991BS Physics
George Mason University
2012 - 2017Graduate Certificate Program Computational Social Science
Experience

New Mexico State University
Jan 1998 - Apr 2001Computational linguist at Computing Research Laboratory (CRL)Led the development and acquisition of the linguistic aspects of the first large-scale Persian to English machine translation system (Shiraz), and contributed to various projects in ontology development and multilingual machine translation.

Inxight Software (now SAS)
Jan 2002 - Aug 2005Computational linguist / ConsultantDeveloped and maintained Persian, Arabic and Slovenian text mining systems as part of the Inxight LinguistX platform, using Xerox finite-state technology. Fully responsible for the development of morphological analyzer, tagger, shallow parsing, and information extraction modules for timely delivery cycles. As a consultant, developed an automatic transcription system of Persian named entities.

University of Maryland, College Park
Sept 2005 - Oct 2006Research Scientist at Center for Advanced Study of LanguageDeveloped a large-scale test battery to investigate language acquisition and linguistic competence of Persian heritage speakers and second language learners, as part of a larger cross-linguistic research study.

MITRE
Oct 2006 - Apr 2024Principal Artificial Intelligence EngineerPRINCIPAL ARTIFICIAL INTELLIGENCE ENGINEER, MITRE (2006 – PRESENT)(Previously Senior Computational Linguist, Lead Computational Linguist)Judicial & Legal Technology Modernization department, McLean, VA• Performed R&D and led projects on narrative analytics, temporal reasoning, and cognitive search for the US Judiciary.• Led a multi-year, large-scale project for various stakeholders and organizations within the Administrative Office of the US Courts, that identifies areas where emerging technology can be successfully applied to government operations. Responsible for all aspects of project management including defining the project requirements, statement of work, scheduling and management of several parallel subprojects, research and transition approach, product development, staffing, budget maintenance, as well as performing analyses and developing NLP software for the legal and judiciary domain. The role required regular interaction with the government sponsor in the form of close coordination of project schedule and goals, and frequent status reports to the US Courts’ Technology Solutions Office and project stakeholders. • Developed and managed several research projects in multilingual social media analytics – with emphasis on online community detection, topic and ideology detection, sentiment analysis and radicalization, framing and narrative analysis – and led large-scale evaluations of commercial and government NLP systems.• Contributed to a range of projects in automated name-matching, development of annotation standards and transcription guidelines, automatic analysis of conversational and dialectal language, event analysis and temporal relations, multilingual information retrieval, machine translation, and development of instructional material for language technology. Show less

Georgetown University
Aug 2012 - Jul 2017Adjunct InstructorI have taught several courses in the Communication, Culture and Technology department, exploring how new media can be analyzed computationally to gain insight into social and cultural issues. My courses taught computational methods to students with diverse academic backgrounds that can be applied for content analysis, social network analysis, and discourse analysis in social media. Course topics included the analysis of online media for sentiment analysis and opinion mining, framing and narrative detection, and understanding Middle Eastern culture and ideology. Show less

Florida International University
Sept 2020 - nowResearch AffiliateResearch project in collaboration between MITRE and FIU's Artificial Intelligence/Natural Language Processing group.

Zoorna AI
Apr 2024 - nowFounder & CEO- Leading an AI research and consulting lab advancing multilingual NLP, low-resource language modeling, and ethical AI systems.- Delivering strategy and advisory services to NGOs, research institutions, and global organizations adopting multilingual AI.- Driving innovative research in event detection, narrative analysis, and linguistically grounded NLP approaches.- Building AI tools and education initiatives that bridge linguistic theory, technology, and social impact.
Licenses & Certifications

Project Leader Training Certificate, MITRE Corporation (2017)
MITREJan 2017
Chief Artificial Intelligence Officer Certification
World AI XMar 2025
Computational Social Science Graduate Certificate
George Mason UniversityMay 2017
Honors & Awards
- Awarded to Karine MegerdoomianExcellence in bureaucracy hacking - 2021 For excellence and perseverance in raising funds for projects.
- Awarded to Karine MegerdoomianTechnical Leadership in Natural Language Processing (Trailblazer Award) Government Administration and Judiciary Department, MITRE 2021 Karine is the Natural Language Processing (NLP) thought leader on our JEMC Applied Research & Development team. She set the vision for the Advanced Narrative Analytics System Infrastructure (ANAnSI) platform which has been used to address several challenges at the US Courts. For example, the Child Pornography Risk Assessment Study initiative uses natural language processing to automate the extraction of critical information from thousands of documents to assess the risk of recidivism for… Show more Karine is the Natural Language Processing (NLP) thought leader on our JEMC Applied Research & Development team. She set the vision for the Advanced Narrative Analytics System Infrastructure (ANAnSI) platform which has been used to address several challenges at the US Courts. For example, the Child Pornography Risk Assessment Study initiative uses natural language processing to automate the extraction of critical information from thousands of documents to assess the risk of recidivism for offenders. In this case, the technology enabled an otherwise impossibly daunting task, and eased the psychological burden on probation officers from reading the emotionally challenging sex offender case documents. Karine demonstrated her commitment to the mission in both her technical strength performing the research and analysis to solve complex problems, and also her willingness and diligence in reading the case documents, which was critical to designing the prototype. Our US Courts sponsor was effusive in her feedback about Karine, noting that, "She is a perfectionist and sets the bar really high for delivery. She is also very good at recommending future paths to the users with high value proposition. She was very passionate about delivery results with a high degree of accuracy. If she discovered any anomalies, she worked closely with the rest of the team to find out the root cause of the problem." In addition to her pioneering direct work, she has worked with the Miami site office in building a partnership with Florida International University, collaborating with Dr. Mark Finlayson and his graduate students on broadening the capabilities of NLP technologies. This award is in recognition of your professional prominence and tireless dedication to applying NLP to real-world problems. Show less
- Awarded to Karine MegerdoomianLeadership in R&D project - 2020
- Awarded to Karine MegerdoomianThought leadership and risk taking - 2019
- Awarded to Karine MegerdoomianRon Fante Best Paper Award Vice President, Chief Technology Officer 2015 In recognition of your efforts to enhance MITRE's reputation for thought leadership by publishing your findings in a peer-reviewed publication, you have earned the 2015 Ron Fante Best Paper Award for "Human Language Reveals a Universal Positivity Bias," published in February 2015 in Proceedings of the National Academy of Sciences.
- Awarded to Karine MegerdoomianSTEM nominee in new media/IT leadership, women of color in technology Executive Leaderhsip 2011
Volunteer Experience
President
Issued by Artemis House Rescue on Jan 2022
Associated with Karine Megerdoomian
Languages
- enEnglish
- frFrench
- pePersian
- arArmenian
- itItalian
- spSpanish
- arArabic
- ruRussian
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