I am a Senior Machine Learning Scientist with 7+ years of experience designing, training, and deploying AI/ML and computer vision systems for industrial automation, medical imaging, and intelligent transportation. I specialize in scalable MLOps, edge AI, and real-time inference using cloud and edge platforms. My work bridges research and production, delivering measurable impact in high-stakes environments.…I am a Senior Machine Learning Scientist with 7+ years of experience designing, training, and deploying AI/ML and computer vision systems for industrial automation, medical imaging, and intelligent transportation. I specialize in scalable MLOps, edge AI, and real-time inference using cloud and edge platforms. My work bridges research and production, delivering measurable impact in high-stakes environments.WWWW…