AI-Driven Education Infrastructure
AI That Amplifies Teachers
Building real-time AI-assisted learning systems that make personalized education scalable.
Deep-tech AI • Real-time systems • Human-centered education
AI-assisted learning infrastructure · Teacher-first design · Real-time systems · Research-driven engineering
Teacher-first AI
We amplify teachers in real time — the human stays in control, AI reduces background workload.
Personalization at scale
Fast exercise generation and feedback loops help students catch up and progress with confidence.
Deep engineering
Real-time sessions, event-driven services, and rigorous evaluation — correctness matters in education.
Research & Engineering Questions
We explore real-time personalization, multimodal mathematical reasoning, and production-grade evaluation. Our goal is to ship teacher-first AI with measurable learning outcomes — not demos.
- Adaptive exercise generation with correctness guarantees
- Real-time feedback loops for 1 teacher + multiple students
- Hungarian-first language + pedagogy evaluation harnesses