Zoorna
Technology
Solutions
AI Consulting
for a Multilingual World
AI Consulting for a Multilingual World
Hi, I'm Dr. Karine Megerdoomian, founder and principal consultant at Zoorna Technology Solutions.
With 20+ years of expertise in computational linguistics, multilingual natural language processing, and responsible AI, I help mission-driven organizations harness technology that's human-centered and culturally aware.
We design systems that understand people
—not just prompts.
Why Zoorna Tech?
At Zoorna Technology Solutions, we specialize in human-centered, linguistically-informed AI that respects cultural context, supports low-resource and minority languages, and empowers mission-driven organizations.
Many AI firms focus on process efficiency and automation, we offer something different:
Linguistic Expertise
Deep linguistics and Natural Language Processing (NLP) expertise, specializing in multilingual NLP, with a focus on low-resource and minority languages.
Ethical AI by Design
Commitment to transparency, fairness, and inclusivity in all AI solutions. Ethics isn't an afterthought or compliance-driven —it's built into every solution we deliver.
Mission-Driven Focus
Tailored services for nonprofits, researchers, global organizations, education-focused and research institutions.
Human-Centered Solutions
Systems built to support experts, not replace them.
We Build AI That Reflects the Real World
Whether you're monitoring social media chatter, designing a language education tool, tracking narrative shifts in global news, or integrating AI technologies within your organization, we bring the technical depth and ethical clarity to help you get it right.
Featured Project
🕰️ Turning News into Narrative: Timeline Generation for Better Comprehension
How do you make sense of unfolding events — especially across dozens of documents and vague time references?
At Zoorna Tech, we built a custom timeline generation module that extracts significant events from unstructured news content, summarizes them, and organizes them into a clear, chronological narrative.
From protests to policy changes, the system helps users see how stories evolve over time, supporting better comprehension for students, analysts, and researchers.
"We help organizations turn information overload
into insight."
✅ Event extraction
✅ Temporal normalization
(e.g., “last year,” “after the protests”)
✅ Summarized and sequenced
automatically
Used in domains like:
🎓 Education & e-learning
📰 Journalism & media monitoring
💼 Financial & legal risk management
🏥 Clinical narrative analysis
