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

My current research explores whether validated wearable data can be transformed into a measurable and economically attributable asset. 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.