Applied AI lab
Real-world AI systems across healthcare, education, and human-AI interaction
3AM Wave focuses on applied AI systems built for real-world use. These initiatives explore practical deployment, usability, and trust in environments where constraints matter.
AI-powered mobile tool for early risk screening of high-risk oral lesions, designed for low-resource and tobacco-affected populations. Built with privacy-first, on-device inference and currently under clinical evaluation.
Learn moreAI-powered literacy platform supporting reading fluency (aligned with TaRL), comprehension, and writing through adaptive learning for resource-constrained environments.
Learn moreCollaborative AI storytelling platform exploring creativity and human-AI co-creation through shared, interactive experiences.
Learn moreThese are not just prototypes. Each initiative explores how AI behaves in real-world conditions—where usability, reliability, and trust matter as much as model capability.