I’m a Lebanese AI engineer working at the intersection of computer vision, applied machine learning, and real-world deployment. My work focuses on building practical AI systems in areas like accessibility, automation, and intelligent vision applications. I’m especially interested in the gap between promising prototypes and systems that can actually survive outside controlled environments. Through projects like OmniSign and other applied AI builds, I explore how to design, test, and ship machine learning systems that are both technically solid and genuinely useful.

I’m a Lebanese AI engineer working at the intersection of computer vision, applied machine learning, and real-world deployment. My work focuses on building practical AI systems in areas like accessibility, automation, and intelligent vision applications. I’m especially interested in the gap between promising prototypes and systems that can actually survive outside controlled environments. Through projects like OmniSign and other applied AI builds, I explore how to design, test, and ship machine learning systems that are both technically solid and genuinely useful.

I’m a Lebanese AI engineer working at the intersection of computer vision, applied machine learning, and real-world deployment. My work focuses on building practical AI systems in areas like accessibility, automation, and intelligent vision applications. I’m especially interested in the gap between promising prototypes and systems that can actually survive outside controlled environments. Through projects like OmniSign and other applied AI builds, I explore how to design, test, and ship machine learning systems that are both technically solid and genuinely useful.