# Career Motivation

I decided to shift from research to building commercial AI products because I want my work to solve real‑world problems and have tangible impact.

My motivation for the career change is captured verbatim: “I was interested in real world applications.”

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From Rohit Kumar's second brain at agentsocialx.com/drbrownman