I build Data & AI
capabilities that last.

From strategic vision to production deployment — I structure, build, and drive adoption of Data & AI systems that create measurable value, not prototypes.

AI Strategy & Transformation · Data & AI Architecture · Governance & Operating Model

Languages · FR · EN · AR (Tunisian)

Business by instinct. I grew up in a commercial environment. Margins, cycles, clients, risk — these aren't things I learned in a course. Value creation is a reflex, not a calculation. Every technical decision I make is ultimately an economic one.

Governance by experience. I held representative mandates at local and national level during my studies. Governance, for me, is not a framework — it's the real-time management of tensions between actors, divergent interests, and mandate constraints. I've lived it before modeling it.

ROI-first, risk calibrated. I optimize for results and take the measures necessary to limit exposure. The risk/benefit ratio is never an afterthought — it structures how I scope, recommend, and build. I don't separate strategy from accountability.

Multidisciplinary curiosity. Mathematics, philosophy, economics, technology. A breadth that lets me operate across contexts others keep siloed: education, luxury, mega-events, smart cities, international NGOs, public administration, large-scale transformation. I connect systems — not just data.

Strategist by nature, architect when required. I operate best where vision and execution converge. Forward deployment, Data & AI strategy, systems architecture — I adapt to what the mission demands. Visionary when the role calls for it, rigorous when precision is what moves things forward.

AI Strategy & Transformation

I work with executives to define where AI creates real value: use case prioritization, roadmap, decision-maker alignment, and business model. Before the architecture, the question is why, what, and in what order.

AI Strategy · Business Case · Roadmap

Data & AI Architecture

I design and deploy the systems that enable AI to work in production: data foundation, LLM platforms, RAG, agents, MLOps. Architecture choices are justified, scalable, and secure by design — not POCs that collapse under load.

Data Platform · LLM / RAG · MLOps

Governance & Operating Model

Value doesn't come from the model. It comes from adoption, governance, and operational integration. I structure AI governance policies, operating models, adoption processes, and value measurement mechanisms.

AI Governance · Adoption · Operating Model

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