I am Suvarna Kadam, a Senior AI Consultant and Applied Researcher with 22 years of experience delivering high-impact computer vision and robotic perception solutions. I specialize in unsupervised domain adaptation and meta-learning, with a track record of optimizing models for edge deployment to achieve substantial speedups. I am a PhD-level expert who has led teams and defined enterprise AI roadmaps. My work spans academic research, industry consulting, and startup leadership. I have built scalable teams (3 to 28), steered pilots for smart surveillance, and architected knowledge assistants using RAG. I enjoy mentoring and bringing research into production, and I continue to drive innovative CV/ML products through my own venture, Witsense AI, in Pune.…I am Suvarna Kadam, a Senior AI Consultant and Applied Researcher with 22 years of experience delivering high-impact computer vision and robotic perception solutions. I specialize in unsupervised domain adaptation and meta-learning, with a track record of optimizing models for edge deployment to achieve substantial speedups. I am a PhD-level expert who has led teams and defined enterprise AI roadmaps. My work spans academic research, industry consulting, and startup leadership. I have built scalable teams (3 to 28), steered pilots for smart surveillance, and architected knowledge assistants using RAG. I enjoy mentoring and bringing research into production, and I continue to drive innovative CV/ML products through my own venture, Witsense AI, in Pune.WWWW…