Available for collaborations
Selected works · 03 / 03
A living selection of research frameworks, engineering concepts, and visual studies. Some are completed systems; others are deliberately shown in progress.
A structured investigation into how onboard sensors, virtual sensing, and machine-learning models could estimate component health and remaining useful life for suspension and damper systems.
A thesis and article direction exploring how AI-supported control could balance efficiency, battery state, performance, and component life in hybrid powertrains.
An evolving visual language for automotive posters, technical assets, and portfolio templates—built from engineering grids, motion studies, and the character of individual vehicles.
A repeatable method for comparing patents and technical papers by sensing inputs, model types, operational data, claims, and evidence—designed to make research faster and decisions more defensible.
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Interested in automotive engineering, technical research, or a design collaboration? Ricochet Design is available for the right brief.