Industries

Where I work

The same economics-of-AI approach, shaped to the realities and the regulation of each sector.

Public Sector

Citizen services and public administration, where AI can lift service quality and cut cost at scale. This is my most recent ground, and where the biggest gains come from reinventing how services are delivered, not just deploying the technology.

Telecom

Network, customer, and operations data at scale: AI for churn, service assurance, and automation, governed to satisfy regulators. My deepest sector: decades inside major operators across the GCC and beyond.

Smart city, smart factory, smart enterprise

Where sensors, operations, and enterprise systems converge: AI that turns connected data into decisions. A span that reaches from national smart-city ambitions to the factory floor and the back office.