It all begins with a research insight, an idea, or an ‘ah-ha’ moment

My USPTO Patents:

Double-digits patents holder in the fields of AI/ML, GenAI, LLMs, UX, Ethics, Serviceability, Support, Developer Experience, Eyetracking