Impact & Sustainability

🔁 Real-World Inclusion, Measurable Outcomes, Lasting Educational Equity

🎯 The Social and Educational Impact at a Glance

👩‍🏫 +90% of teachers reported better instruction

🧏 +85% of deaf students felt more included

📚 +75% showed academic improvement

🏫 Piloted in 5+ schools/universities

⚡ 0.2s response time, 99.9% accuracy

⬆️ 40% boost in attendance

“This project is not just about access—it's about dignity, equity, and expression.” – School Principal

“I now learn with my classmates, not after them.” – Deaf Student

📖 Empowering Classrooms, Not Replacing Them

📢 Enables real-time dialogue between deaf and hearing students
🧑‍🏫 Assists teachers in explaining complex topics via sign
📝 Allows written/sign input and feedback in Arabic
🎓 Inclusive without relying on expensive interpreters

Used in Al-Nahda & Al-Shaab Deaf Schools, in collaboration with Taiz University and the Global Youth Council.

🧪 Research & Innovation Impact

🧬 6 peer-reviewed papers in IEEE, MDPI, and Smart Tech
🔗 Open-source ArSL dataset with 32,000+ labeled images
📚 Arabic NLP innovations using fuzzy logic & dialect handling
📘 First Arabic Sign Language NLP dictionary of its kind
🧠 Enhanced deep learning models tailored for Arabic

♻️ Sustainability by Design

✅ Mobile-first & offline-capable
✅ Runs on low-cost Android devices
✅ Powered by TensorFlow Lite – minimal data & power
✅ Modular & expandable architecture
✅ Open APIs for easy integration
✅ Local educators can maintain the system

Designed for reuse by schools, NGOs, and Ministries of Education across the region.

🎯 Supporting the UN Sustainable Development Goals

Goal 4: Quality Education – Inclusive learning for hearing-impaired students
Goal 10: Reduced Inequality – Affordable, culturally relevant assistive tech
Goal 9: Industry & Innovation – Promotes Arabic-language AI tools
🧑‍🔬 Arabic content creation for education & research
🗣️ Preserves Arabic through digital linguistics innovation

🧠 Transferability & Scalability

🌍 Adaptable to other sign languages: ASL, LSF, BSL
🗺️ Covers major dialects: Gulf, Levantine, North African
🏫 Use cases: Schools, healthcare, legal, mobile apps
🧏‍♀️ Upcoming: Enhanced expression detection
🗣️ Spoken feedback for sign input
🤖 Integrations with AI bots and assistants

🤝 Community & Institutional Integration

✍️ Continuous feedback from deaf students & educators
🏛 Co-hosted workshops with Taiz University
📖 Teacher training provided for smooth adoption
🤝 Supported by local and regional organizations

🏆 Impact for Awards Evaluation

🎓 Inclusive, sustainable EdTech for equity
🏫 Real academic impact, peer-reviewed results
📘 : Arabic NLP innovation & digital content creation

📎 Ready to Dive Deeper?

🧭 View Case Studies 📄 Download Impact Brief 📬 Contact for Pilots