Designing UX grounded in real implementation constraints. I design user experiences with a front-end engineer’s mindset—anticipating layout systems, interaction behavior, and build feasibility early to reduce friction between design and engineering.

This service focuses on clarity, safety, and usability—especially in complex or high-stakes environments. I approach design through a human-factors lens, aiming to reduce cognitive load, prevent errors, and ensure interfaces hold up under real-world conditions rather than ideal scenarios.

Turning complex product problems into clear experience structures. I help teams define experience direction, core workflows, and system logic—making complexity manageable and aligning user needs with business and technical realities.

Applying UX thinking to AI-driven and healthcare-related products. My work includes concept-driven case studies in AI and digital health—exploring explainability, trust, and human-centered design in regulated or high-impact contexts.