My background spans 13+ years across Dubai Holding, Swiss Re, Noodle.ai, and Verizon/Yahoo — building AI functions from scratch, shipping products that run in production, and leading teams across the UAE, India, and the US. I've operated at the structured corporate level and the fast-moving startup level. The most interesting problems usually sit somewhere in between. Most recently, I founded and scaled the enterprise AI practice at Dubai Holding — delivering LLM-powered products, multi-agent systems, and RAG architectures across real estate, hospitality, and retail. One of those products, a document intelligence platform that transformed KYC for real estate, is still live and running today. I hold a UAE Golden Visa (Talented Geniuses category) and bring cross-regional depth across regulated industries — financial services, insurance, and real estate — where getting AI right actually matters. On TopMate, I work directly with founders, senior leaders, and AI practitioners on: → AI strategy and roadmap — where to start, what to build, what to skip → Agentic AI and LLM product design — from architecture to production → Building and scaling AI teams — hiring, structure, culture → Career guidance for AI professionals — positioning, transitions, senior moves I don't do generic. If you're a founder who needs serious AI thinking without the full-time overhead, a leader trying to cut through the hype, or an AI professional figuring out your next move — book a session and let's get into it.