I am a data scientist and researcher developing wearable data validation and economic attribution frameworks for analytical systems, focused on real-world applications.

Through the Wearonomics framework, I investigate how transparent validation mechanisms can improve wearable usability, strengthen long-term adherence, and increase the reliability of longitudinal datasets used in public health research.