Zoorna
Technology
Solutions
AI Consulting
for a Multilingual World
Why Zoorna Tech?
Zoorna Tech Solutions helps nonprofits and social impact organizations make sense of their data—whether it’s reports, multilingual content, or social media.
We provide expert guidance on using AI for research, communication, and decision-making, and offer tailored solutions when needed, with a focus on language, cultural understanding, and global impact.
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.
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 designing applied AI solutions, I help organizations adopt responsible, business-aligned AI systems — from multilingual NLP and GenAI integration to temporal event extraction, risk detection, and ethical AI governance. My work bridges computational linguistics, social impact, and global language equity to ensure AI systems serve real people.
We design systems that understand people
—not just prompts.
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 sequencedautomatically
Used in domains like:
🎓 Education & e-learning
📰 Journalism & media monitoring
💼 Financial & legal risk management
🏥 Clinical narrative analysis
