AI-Native Design |  Ambient Agent x Emotional Home System
Living Sparks. Agentic homeOS (IOT workflows) that smartly spark spatial XR experiences with resonance, enhancing well-being in the moments.
AI-Native Design |  Data Utility Agent x Interpretable LLM System
Gene. Conversational prompting tool (SaaS) that equip non-tech user better configure “persona” data for eliciting more precise but richer feeds.
Multimodal HMI Design | Seamless Tech x Auto-Driving System
BMW. Panoramic Vision (XR-HUD) that benchmark in-car "productivity" use cases, from information-heavy interactions to dynamics paradigms.
Interaction Design | Fintech App x Privacy-Aware Payment
Motice. Transparent transactional affordances (mobile) that make money noticeable in everyday financial management.
Interaction Design | Monitoring Components  x Safety Workspace
Ahå. Collective features (desktop) that transform online meetings into engaging experiences and communication with trust.
Design Growth | Research, Strategies & Web Accessibility
StartUps x Global Lens → Bootstrap to Ad-hoc Solution.
→ Leveraging usability and creativity with AI tools.